chore: exclude nightly tags from Docker image workflow triggers

chore: refine PR template

.github/ISSUE_TEMPLATE/bug_report.md

@@ -7,14 +7,23 @@ assignees: ''
 
 ---
 
-**例行检查**
+## 提交前必读（请勿删除本节）
+
+- 文档：https://docs.newapi.ai/
+- 使用问题先看或先问：https://deepwiki.com/QuantumNous/new-api
+- 警告：删除本模板、删除小节标题或随意清空内容的 issue，可能会被直接关闭；重复恶意提交者可能会被 block。
+
+**您当前的 newapi 版本**
+
+请填写，例如：`v1.0.0`
+
+**提交确认**
 
 [//]: # (方框内删除已有的空格，填 x 号)
 + [ ] 我已确认目前没有类似 issue
-+ [ ] 我已确认我已升级到最新版本
-+ [ ] 我已完整查看过项目 README，尤其是常见问题部分
-+ [ ] 我理解并愿意跟进此 issue，协助测试和提供反馈 
-+ [ ] 我理解并认可上述内容，并理解项目维护者精力有限，**不遵循规则的 issue 可能会被无视或直接关闭**
++ [ ] 我已完整查看过文档 https://docs.newapi.ai/ 和项目 README，尤其是常见问题部分
++ [ ] 我未删除此模板中的任何引导内容或小节标题，并会按要求完整填写
++ [ ] 我理解项目维护者精力有限，不遵循模板要求的 issue 可能会被无视或直接关闭
 
 **问题描述**
 
@@ -23,4 +32,3 @@ assignees: ''
 **预期结果**
 
 **相关截图**
-如果没有的话，请删除此节。

.github/ISSUE_TEMPLATE/bug_report_en.md

@@ -7,14 +7,23 @@ assignees: ''
 
 ---
 
-**Routine Checks**
+## Read This First (Do Not Remove This Section)
+
+- Docs: https://docs.newapi.ai/
+- Usage questions first: https://deepwiki.com/QuantumNous/new-api
+- Warning: issues with this template removed, section headings deleted, or content cleared may be closed directly. Repeated abusive submissions may result in a block.
+
+**Your current newapi version**
+
+Please fill this in, for example: `v1.0.0`
+
+**Submission Checks**
 
 [//]: # (Remove the space in the box and fill with an x)
-+ [ ] I have confirmed there are no similar issues currently
-+ [ ] I have confirmed I have upgraded to the latest version
-+ [ ] I have thoroughly read the project README, especially the FAQ section
-+ [ ] I understand and am willing to follow up on this issue, assist with testing and provide feedback 
-+ [ ] I understand and acknowledge the above, and understand that project maintainers have limited time and energy, **issues that do not follow the rules may be ignored or closed directly**
++ [ ] I have confirmed there are no similar issues
++ [ ] I have thoroughly read the docs at https://docs.newapi.ai/ and the project README, especially the FAQ section
++ [ ] I have not removed any guidance or section headings from this template and will complete it as requested
++ [ ] I understand that maintainers have limited time and issues that do not follow this template may be ignored or closed directly
 
 **Issue Description**
 
@@ -23,4 +32,3 @@ assignees: ''
 **Expected Result**
 
 **Related Screenshots**
-If none, please delete this section.

.github/ISSUE_TEMPLATE/config.yml

@@ -1,5 +1,8 @@
 blank_issues_enabled: false
 contact_links:
-  - name: 项目群聊
-    url: https://private-user-images.githubusercontent.com/61247483/283011625-de536a8a-0161-47a7-a0a2-66ef6de81266.jpeg?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTEiLCJleHAiOjE3MDIyMjQzOTAsIm5iZiI6MTcwMjIyNDA5MCwicGF0aCI6Ii82MTI0NzQ4My8yODMwMTE2MjUtZGU1MzZhOGEtMDE2MS00N2E3LWEwYTItNjZlZjZkZTgxMjY2LmpwZWc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBSVdOSllBWDRDU1ZFSDUzQSUyRjIwMjMxMjEwJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDIzMTIxMFQxNjAxMzBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT02MGIxYmM3ZDQyYzBkOTA2ZTYyYmVmMzQ1NjY4NjM1YjY0NTUzNTM5NjE1NDZkYTIzODdhYTk4ZjZjODJmYzY2JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.TJ8CTfOSwR0-CHS1KLfomqgL0e4YH1luy8lSLrkv5Zg
-    about: QQ 群：629454374
+  - name: 使用文档 / Documentation
+    url: https://docs.newapi.ai/
+    about: 提交 issue 前请先查阅文档，确认现有说明无法解决你的问题。
+  - name: 使用问题 / Usage Questions
+    url: https://deepwiki.com/QuantumNous/new-api
+    about: 使用、配置、接入等问题请优先在 DeepWiki 查询或提问。

.github/ISSUE_TEMPLATE/feature_request.md

@@ -7,14 +7,23 @@ assignees: ''
 
 ---
 
-**例行检查**
+## 提交前必读（请勿删除本节）
+
+- 文档：https://docs.newapi.ai/
+- 使用问题先看或先问：https://deepwiki.com/QuantumNous/new-api
+- 警告：删除本模板、删除小节标题或随意清空内容的 issue，可能会被直接关闭；重复恶意提交者可能会被 block。
+
+**您当前的 newapi 版本**
+
+请填写，例如：`v1.0.0`
+
+**提交确认**
 
 [//]: # (方框内删除已有的空格，填 x 号)
 + [ ] 我已确认目前没有类似 issue
-+ [ ] 我已确认我已升级到最新版本
-+ [ ] 我已完整查看过项目 README，已确定现有版本无法满足需求
-+ [ ] 我理解并愿意跟进此 issue，协助测试和提供反馈
-+ [ ] 我理解并认可上述内容，并理解项目维护者精力有限，**不遵循规则的 issue 可能会被无视或直接关闭**
++ [ ] 我已完整查看过文档 https://docs.newapi.ai/ 和项目 README，已确定现有版本无法满足需求
++ [ ] 我未删除此模板中的任何引导内容或小节标题，并会按要求完整填写
++ [ ] 我理解项目维护者精力有限，不遵循模板要求的 issue 可能会被无视或直接关闭
 
 **功能描述**
 

.github/ISSUE_TEMPLATE/feature_request_en.md

@@ -7,16 +7,24 @@ assignees: ''
 
 ---
 
-**Routine Checks**
+## Read This First (Do Not Remove This Section)
+
+- Docs: https://docs.newapi.ai/
+- Usage questions first: https://deepwiki.com/QuantumNous/new-api
+- Warning: issues with this template removed, section headings deleted, or content cleared may be closed directly. Repeated abusive submissions may result in a block.
+
+**Your current newapi version**
+
+Please fill this in, for example: `v1.0.0`
+
+**Submission Checks**
 
 [//]: # (Remove the space in the box and fill with an x)
-+ [ ] I have confirmed there are no similar issues currently
-+ [ ] I have confirmed I have upgraded to the latest version
-+ [ ] I have thoroughly read the project README and confirmed the current version cannot meet my needs
-+ [ ] I understand and am willing to follow up on this issue, assist with testing and provide feedback
-+ [ ] I understand and acknowledge the above, and understand that project maintainers have limited time and energy, **issues that do not follow the rules may be ignored or closed directly**
++ [ ] I have confirmed there are no similar issues
++ [ ] I have thoroughly read the docs at https://docs.newapi.ai/ and the project README, and confirmed the current version cannot meet my needs
++ [ ] I have not removed any guidance or section headings from this template and will complete it as requested
++ [ ] I understand that maintainers have limited time and issues that do not follow this template may be ignored or closed directly
 
 **Feature Description**
 
 **Use Case**
-

.github/PULL_REQUEST_TEMPLATE/pull_request_template.md

@@ -1,15 +1,29 @@
-### PR 类型
+# ⚠️ 提交警告 / PR Warning
+> **请注意：** 请提供**人工撰写**的简洁摘要。包含大量 AI 灌水内容、逻辑混乱或无视模版的 PR **可能会被无视或直接关闭**。
 
-- [ ] Bug 修复
-- [ ] 新功能
-- [ ] 文档更新
-- [ ] 其他
+---
 
-### PR 是否包含破坏性更新？
+## 💡 沟通提示 / Pre-submission
+> **重大功能变更？** 请先提交 Issue 交流，避免无效劳动。
 
-- [ ] 是
-- [ ] 否
+## 📝 变更描述 / Description
+(简述：做了什么？为什么这样改能生效？你必须理解代码逻辑，禁止粘贴 AI 废话)
 
-### PR 描述
+## 🚀 变更类型 / Type of change
+- [ ] 🐛 Bug 修复 (Bug fix)
+- [ ] ✨ 新功能 (New feature) - *重大特性建议先 Issue 沟通*
+- [ ] ⚡ 性能优化 / 重构 (Refactor)
+- [ ] 📝 文档更新 (Documentation)
 
-**请在下方详细描述您的 PR，包括目的、实现细节等。**
+## 🔗 关联任务 / Related Issue
+- Closes # (如有)
+
+## ✅ 提交前检查项 / Checklist
+- [ ] **人工确认:** 我已亲自撰写此描述，去除了 AI 原始输出的冗余。
+- [ ] **深度理解:** 我已**完全理解**这些更改的工作原理及潜在影响。
+- [ ] **范围聚焦:** 本 PR 未包含任何与当前任务无关的代码改动。
+- [ ] **本地验证:** 已在本地运行并通过了测试或手动验证。
+- [ ] **安全合规:** 代码中无敏感凭据，且符合项目代码规范。
+
+## 📸 运行证明 / Proof of Work
+(请在此粘贴截图、关键日志或测试报告，以证明变更生效)

.github/workflows/docker-image-arm64.yml

@@ -4,6 +4,7 @@ on:
   push:
     tags:
       - '*'
+      - '!nightly*'
   workflow_dispatch:
     inputs:
       tag:

.gitignore

@@ -1,6 +1,7 @@
 .idea
 .vscode
 .zed
+.history
 upload
 *.exe
 *.db
@@ -20,6 +21,7 @@ tiktoken_cache
 .cache
 web/bun.lock
 plans
+.claude
 
 electron/node_modules
 electron/dist

controller/channel.go

@@ -13,6 +13,7 @@ import (
 	"github.com/QuantumNous/new-api/constant"
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/model"
+	relaychannel "github.com/QuantumNous/new-api/relay/channel"
 	"github.com/QuantumNous/new-api/relay/channel/gemini"
 	"github.com/QuantumNous/new-api/relay/channel/ollama"
 	"github.com/QuantumNous/new-api/service"
@@ -183,6 +184,9 @@ func buildFetchModelsHeaders(channel *model.Channel, key string) (http.Header, e
 
 	headerOverride := channel.GetHeaderOverride()
 	for k, v := range headerOverride {
+		if relaychannel.IsHeaderPassthroughRuleKey(k) {
+			continue
+		}
 		str, ok := v.(string)
 		if !ok {
 			return nil, fmt.Errorf("invalid header override for key %s", k)

controller/channel_upstream_update.go

@@ -730,14 +730,6 @@ func DetectChannelUpstreamModelUpdates(c *gin.Context) {
 	}
 
 	settings := channel.GetOtherSettings()
-	if !settings.UpstreamModelUpdateCheckEnabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "该渠道未开启上游模型更新检测",
-		})
-		return
-	}
-
 	modelsChanged, autoAdded, err := checkAndPersistChannelUpstreamModelUpdates(channel, &settings, true, false)
 	if err != nil {
 		common.ApiError(c, err)

controller/option.go

@@ -1,7 +1,6 @@
 package controller
 
 import (
-	"encoding/json"
 	"fmt"
 	"net/http"
 	"strings"
@@ -17,10 +16,56 @@ import (
 	"github.com/gin-gonic/gin"
 )
 
+var completionRatioMetaOptionKeys = []string{
+	"ModelPrice",
+	"ModelRatio",
+	"CompletionRatio",
+	"CacheRatio",
+	"CreateCacheRatio",
+	"ImageRatio",
+	"AudioRatio",
+	"AudioCompletionRatio",
+}
+
+func collectModelNamesFromOptionValue(raw string, modelNames map[string]struct{}) {
+	if strings.TrimSpace(raw) == "" {
+		return
+	}
+
+	var parsed map[string]any
+	if err := common.UnmarshalJsonStr(raw, &parsed); err != nil {
+		return
+	}
+
+	for modelName := range parsed {
+		modelNames[modelName] = struct{}{}
+	}
+}
+
+func buildCompletionRatioMetaValue(optionValues map[string]string) string {
+	modelNames := make(map[string]struct{})
+	for _, key := range completionRatioMetaOptionKeys {
+		collectModelNamesFromOptionValue(optionValues[key], modelNames)
+	}
+
+	meta := make(map[string]ratio_setting.CompletionRatioInfo, len(modelNames))
+	for modelName := range modelNames {
+		meta[modelName] = ratio_setting.GetCompletionRatioInfo(modelName)
+	}
+
+	jsonBytes, err := common.Marshal(meta)
+	if err != nil {
+		return "{}"
+	}
+	return string(jsonBytes)
+}
+
 func GetOptions(c *gin.Context) {
 	var options []*model.Option
+	optionValues := make(map[string]string)
 	common.OptionMapRWMutex.Lock()
 	for k, v := range common.OptionMap {
+		value := common.Interface2String(v)
 		if strings.HasSuffix(k, "Token") ||
 			strings.HasSuffix(k, "Secret") ||
 			strings.HasSuffix(k, "Key") ||
@@ -30,10 +75,20 @@ func GetOptions(c *gin.Context) {
 		}
 		options = append(options, &model.Option{
 			Key:   k,
-			Value: common.Interface2String(v),
+			Value: value,
 		})
+		for _, optionKey := range completionRatioMetaOptionKeys {
+			if optionKey == k {
+				optionValues[k] = value
+				break
+			}
+		}
 	}
 	common.OptionMapRWMutex.Unlock()
+	options = append(options, &model.Option{
+		Key:   "CompletionRatioMeta",
+		Value: buildCompletionRatioMetaValue(optionValues),
+	})
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
@@ -49,7 +104,7 @@ type OptionUpdateRequest struct {
 
 func UpdateOption(c *gin.Context) {
 	var option OptionUpdateRequest
-	err := json.NewDecoder(c.Request.Body).Decode(&option)
+	err := common.DecodeJson(c.Request.Body, &option)
 	if err != nil {
 		c.JSON(http.StatusBadRequest, gin.H{
 			"success": false,

controller/passkey.go

@@ -470,6 +470,15 @@ func PasskeyVerifyFinish(c *gin.Context) {
 		return
 	}
 
+	session := sessions.Default(c)
+	// Mark passkey as ready; /api/verify will convert this into the final secure verification session.
+	session.Set(PasskeyReadySessionKey, time.Now().Unix())
+	session.Delete(SecureVerificationSessionKey)
+	if err := session.Save(); err != nil {
+		common.ApiError(c, fmt.Errorf("保存验证状态失败: %v", err))
+		return
+	}
+
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "Passkey 验证成功",

controller/relay.go

@@ -341,6 +341,9 @@ func shouldRetry(c *gin.Context, openaiErr *types.NewAPIError, retryTimes int) b
 	if code < 100 || code > 599 {
 		return true
 	}
+	if operation_setting.IsAlwaysSkipRetryCode(openaiErr.GetErrorCode()) {
+		return false
+	}
 	return operation_setting.ShouldRetryByStatusCode(code)
 }
 

controller/secure_verification.go

@@ -7,18 +7,19 @@ import (
 
 	"github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/model"
-	passkeysvc "github.com/QuantumNous/new-api/service/passkey"
-	"github.com/QuantumNous/new-api/setting/system_setting"
-
 	"github.com/gin-contrib/sessions"
 	"github.com/gin-gonic/gin"
 )
 
 const (
-	// SecureVerificationSessionKey 安全验证的 session key
+	// SecureVerificationSessionKey means the user has fully passed secure verification.
 	SecureVerificationSessionKey = "secure_verified_at"
+	// PasskeyReadySessionKey means WebAuthn finished and /api/verify can finalize step-up verification.
+	PasskeyReadySessionKey = "secure_passkey_ready_at"
 	// SecureVerificationTimeout 验证有效期（秒）
 	SecureVerificationTimeout = 300 // 5分钟
+	// PasskeyReadyTimeout passkey ready 标记有效期（秒）
+	PasskeyReadyTimeout = 60
 )
 
 type UniversalVerifyRequest struct {
@@ -76,6 +77,7 @@ func UniversalVerify(c *gin.Context) {
 	// 根据验证方式进行验证
 	var verified bool
 	var verifyMethod string
+	var err error
 
 	switch req.Method {
 	case "2fa":
@@ -95,10 +97,16 @@ func UniversalVerify(c *gin.Context) {
 			common.ApiError(c, fmt.Errorf("用户未启用Passkey"))
 			return
 		}
-		// Passkey 验证需要先调用 PasskeyVerifyBegin 和 PasskeyVerifyFinish
-		// 这里只是验证 Passkey 验证流程是否已经完成
-		// 实际上，前端应该先调用这两个接口，然后再调用本接口
-		verified = true // Passkey 验证逻辑已在 PasskeyVerifyFinish 中完成
+		// Passkey branch only trusts the short-lived marker written by PasskeyVerifyFinish.
+		verified, err = consumePasskeyReady(c)
+		if err != nil {
+			common.ApiError(c, fmt.Errorf("Passkey 验证状态异常: %v", err))
+			return
+		}
+		if !verified {
+			common.ApiError(c, fmt.Errorf("请先完成 Passkey 验证"))
+			return
+		}
 		verifyMethod = "Passkey"
 
 	default:
@@ -112,10 +120,8 @@ func UniversalVerify(c *gin.Context) {
 	}
 
 	// 验证成功，在 session 中记录时间戳
-	session := sessions.Default(c)
-	now := time.Now().Unix()
-	session.Set(SecureVerificationSessionKey, now)
-	if err := session.Save(); err != nil {
+	now, err := setSecureVerificationSession(c)
+	if err != nil {
 		common.ApiError(c, fmt.Errorf("保存验证状态失败: %v", err))
 		return
 	}
@@ -133,94 +139,37 @@ func UniversalVerify(c *gin.Context) {
 	})
 }
 
-// PasskeyVerifyAndSetSession Passkey 验证完成后设置 session
-// 这是一个辅助函数，供 PasskeyVerifyFinish 调用
-func PasskeyVerifyAndSetSession(c *gin.Context) {
+func setSecureVerificationSession(c *gin.Context) (int64, error) {
 	session := sessions.Default(c)
+	session.Delete(PasskeyReadySessionKey)
 	now := time.Now().Unix()
 	session.Set(SecureVerificationSessionKey, now)
-	_ = session.Save()
+	if err := session.Save(); err != nil {
+		return 0, err
+	}
+	return now, nil
 }
 
-// PasskeyVerifyForSecure 用于安全验证的 Passkey 验证流程
-// 整合了 begin 和 finish 流程
-func PasskeyVerifyForSecure(c *gin.Context) {
-	if !system_setting.GetPasskeySettings().Enabled {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "管理员未启用 Passkey 登录",
-		})
-		return
+func consumePasskeyReady(c *gin.Context) (bool, error) {
+	session := sessions.Default(c)
+	readyAtRaw := session.Get(PasskeyReadySessionKey)
+	if readyAtRaw == nil {
+		return false, nil
 	}
 
-	userId := c.GetInt("id")
-	if userId == 0 {
-		c.JSON(http.StatusUnauthorized, gin.H{
-			"success": false,
-			"message": "未登录",
-		})
-		return
+	readyAt, ok := readyAtRaw.(int64)
+	if !ok {
+		session.Delete(PasskeyReadySessionKey)
+		_ = session.Save()
+		return false, fmt.Errorf("无效的 Passkey 验证状态")
 	}
-
-	user := &model.User{Id: userId}
-	if err := user.FillUserById(); err != nil {
-		common.ApiError(c, fmt.Errorf("获取用户信息失败: %v", err))
-		return
+	session.Delete(PasskeyReadySessionKey)
+	if err := session.Save(); err != nil {
+		return false, err
 	}
-
-	if user.Status != common.UserStatusEnabled {
-		common.ApiError(c, fmt.Errorf("该用户已被禁用"))
-		return
+	// Expired ready markers cannot be reused.
+	if time.Now().Unix()-readyAt >= PasskeyReadyTimeout {
+		return false, nil
 	}
-
-	credential, err := model.GetPasskeyByUserID(userId)
-	if err != nil {
-		c.JSON(http.StatusOK, gin.H{
-			"success": false,
-			"message": "该用户尚未绑定 Passkey",
-		})
-		return
-	}
-
-	wa, err := passkeysvc.BuildWebAuthn(c.Request)
-	if err != nil {
-		common.ApiError(c, err)
-		return
-	}
-
-	waUser := passkeysvc.NewWebAuthnUser(user, credential)
-	sessionData, err := passkeysvc.PopSessionData(c, passkeysvc.VerifySessionKey)
-	if err != nil {
-		common.ApiError(c, err)
-		return
-	}
-
-	_, err = wa.FinishLogin(waUser, *sessionData, c.Request)
-	if err != nil {
-		common.ApiError(c, err)
-		return
-	}
-
-	// 更新凭证的最后使用时间
-	now := time.Now()
-	credential.LastUsedAt = &now
-	if err := model.UpsertPasskeyCredential(credential); err != nil {
-		common.ApiError(c, err)
-		return
-	}
-
-	// 验证成功，设置 session
-	PasskeyVerifyAndSetSession(c)
-
-	// 记录日志
-	model.RecordLog(userId, model.LogTypeSystem, "Passkey 安全验证成功")
-
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "Passkey 验证成功",
-		"data": gin.H{
-			"verified":   true,
-			"expires_at": time.Now().Unix() + SecureVerificationTimeout,
-		},
-	})
+	return true, nil
 }

controller/token.go

@@ -14,6 +14,23 @@ import (
 	"github.com/gin-gonic/gin"
 )
 
+func buildMaskedTokenResponse(token *model.Token) *model.Token {
+	if token == nil {
+		return nil
+	}
+	maskedToken := *token
+	maskedToken.Key = token.GetMaskedKey()
+	return &maskedToken
+}
+
+func buildMaskedTokenResponses(tokens []*model.Token) []*model.Token {
+	maskedTokens := make([]*model.Token, 0, len(tokens))
+	for _, token := range tokens {
+		maskedTokens = append(maskedTokens, buildMaskedTokenResponse(token))
+	}
+	return maskedTokens
+}
+
 func GetAllTokens(c *gin.Context) {
 	userId := c.GetInt("id")
 	pageInfo := common.GetPageQuery(c)
@@ -24,9 +41,8 @@ func GetAllTokens(c *gin.Context) {
 	}
 	total, _ := model.CountUserTokens(userId)
 	pageInfo.SetTotal(int(total))
-	pageInfo.SetItems(tokens)
+	pageInfo.SetItems(buildMaskedTokenResponses(tokens))
 	common.ApiSuccess(c, pageInfo)
-	return
 }
 
 func SearchTokens(c *gin.Context) {
@@ -42,9 +58,8 @@ func SearchTokens(c *gin.Context) {
 		return
 	}
 	pageInfo.SetTotal(int(total))
-	pageInfo.SetItems(tokens)
+	pageInfo.SetItems(buildMaskedTokenResponses(tokens))
 	common.ApiSuccess(c, pageInfo)
-	return
 }
 
 func GetToken(c *gin.Context) {
@@ -59,12 +74,24 @@ func GetToken(c *gin.Context) {
 		common.ApiError(c, err)
 		return
 	}
-	c.JSON(http.StatusOK, gin.H{
-		"success": true,
-		"message": "",
-		"data":    token,
+	common.ApiSuccess(c, buildMaskedTokenResponse(token))
+}
+
+func GetTokenKey(c *gin.Context) {
+	id, err := strconv.Atoi(c.Param("id"))
+	userId := c.GetInt("id")
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	token, err := model.GetTokenByIds(id, userId)
+	if err != nil {
+		common.ApiError(c, err)
+		return
+	}
+	common.ApiSuccess(c, gin.H{
+		"key": token.GetFullKey(),
 	})
-	return
 }
 
 func GetTokenStatus(c *gin.Context) {
@@ -204,7 +231,6 @@ func AddToken(c *gin.Context) {
 		"success": true,
 		"message": "",
 	})
-	return
 }
 
 func DeleteToken(c *gin.Context) {
@@ -219,7 +245,6 @@ func DeleteToken(c *gin.Context) {
 		"success": true,
 		"message": "",
 	})
-	return
 }
 
 func UpdateToken(c *gin.Context) {
@@ -283,7 +308,7 @@ func UpdateToken(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
-		"data":    cleanToken,
+		"data":    buildMaskedTokenResponse(cleanToken),
 	})
 }
 

controller/token_test.go

@@ -0,0 +1,275 @@
+package controller
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"strconv"
+	"strings"
+	"testing"
+
+	"github.com/QuantumNous/new-api/common"
+	"github.com/QuantumNous/new-api/model"
+	"github.com/gin-gonic/gin"
+	"github.com/glebarez/sqlite"
+	"gorm.io/gorm"
+)
+
+type tokenAPIResponse struct {
+	Success bool            `json:"success"`
+	Message string          `json:"message"`
+	Data    json.RawMessage `json:"data"`
+}
+
+type tokenPageResponse struct {
+	Items []tokenResponseItem `json:"items"`
+}
+
+type tokenResponseItem struct {
+	ID     int    `json:"id"`
+	Name   string `json:"name"`
+	Key    string `json:"key"`
+	Status int    `json:"status"`
+}
+
+type tokenKeyResponse struct {
+	Key string `json:"key"`
+}
+
+func setupTokenControllerTestDB(t *testing.T) *gorm.DB {
+	t.Helper()
+
+	gin.SetMode(gin.TestMode)
+	common.UsingSQLite = true
+	common.UsingMySQL = false
+	common.UsingPostgreSQL = false
+	common.RedisEnabled = false
+
+	dsn := fmt.Sprintf("file:%s?mode=memory&cache=shared", strings.ReplaceAll(t.Name(), "/", "_"))
+	db, err := gorm.Open(sqlite.Open(dsn), &gorm.Config{})
+	if err != nil {
+		t.Fatalf("failed to open sqlite db: %v", err)
+	}
+	model.DB = db
+	model.LOG_DB = db
+
+	if err := db.AutoMigrate(&model.Token{}); err != nil {
+		t.Fatalf("failed to migrate token table: %v", err)
+	}
+
+	t.Cleanup(func() {
+		sqlDB, err := db.DB()
+		if err == nil {
+			_ = sqlDB.Close()
+		}
+	})
+
+	return db
+}
+
+func seedToken(t *testing.T, db *gorm.DB, userID int, name string, rawKey string) *model.Token {
+	t.Helper()
+
+	token := &model.Token{
+		UserId:         userID,
+		Name:           name,
+		Key:            rawKey,
+		Status:         common.TokenStatusEnabled,
+		CreatedTime:    1,
+		AccessedTime:   1,
+		ExpiredTime:    -1,
+		RemainQuota:    100,
+		UnlimitedQuota: true,
+		Group:          "default",
+	}
+	if err := db.Create(token).Error; err != nil {
+		t.Fatalf("failed to create token: %v", err)
+	}
+	return token
+}
+
+func newAuthenticatedContext(t *testing.T, method string, target string, body any, userID int) (*gin.Context, *httptest.ResponseRecorder) {
+	t.Helper()
+
+	var requestBody *bytes.Reader
+	if body != nil {
+		payload, err := common.Marshal(body)
+		if err != nil {
+			t.Fatalf("failed to marshal request body: %v", err)
+		}
+		requestBody = bytes.NewReader(payload)
+	} else {
+		requestBody = bytes.NewReader(nil)
+	}
+
+	recorder := httptest.NewRecorder()
+	ctx, _ := gin.CreateTestContext(recorder)
+	ctx.Request = httptest.NewRequest(method, target, requestBody)
+	if body != nil {
+		ctx.Request.Header.Set("Content-Type", "application/json")
+	}
+	ctx.Set("id", userID)
+	return ctx, recorder
+}
+
+func decodeAPIResponse(t *testing.T, recorder *httptest.ResponseRecorder) tokenAPIResponse {
+	t.Helper()
+
+	var response tokenAPIResponse
+	if err := common.Unmarshal(recorder.Body.Bytes(), &response); err != nil {
+		t.Fatalf("failed to decode api response: %v", err)
+	}
+	return response
+}
+
+func TestGetAllTokensMasksKeyInResponse(t *testing.T) {
+	db := setupTokenControllerTestDB(t)
+	token := seedToken(t, db, 1, "list-token", "abcd1234efgh5678")
+	seedToken(t, db, 2, "other-user-token", "zzzz1234yyyy5678")
+
+	ctx, recorder := newAuthenticatedContext(t, http.MethodGet, "/api/token/?p=1&size=10", nil, 1)
+	GetAllTokens(ctx)
+
+	response := decodeAPIResponse(t, recorder)
+	if !response.Success {
+		t.Fatalf("expected success response, got message: %s", response.Message)
+	}
+
+	var page tokenPageResponse
+	if err := common.Unmarshal(response.Data, &page); err != nil {
+		t.Fatalf("failed to decode token page response: %v", err)
+	}
+	if len(page.Items) != 1 {
+		t.Fatalf("expected exactly one token, got %d", len(page.Items))
+	}
+	if page.Items[0].Key != token.GetMaskedKey() {
+		t.Fatalf("expected masked key %q, got %q", token.GetMaskedKey(), page.Items[0].Key)
+	}
+	if strings.Contains(recorder.Body.String(), token.Key) {
+		t.Fatalf("list response leaked raw token key: %s", recorder.Body.String())
+	}
+}
+
+func TestSearchTokensMasksKeyInResponse(t *testing.T) {
+	db := setupTokenControllerTestDB(t)
+	token := seedToken(t, db, 1, "searchable-token", "ijkl1234mnop5678")
+
+	ctx, recorder := newAuthenticatedContext(t, http.MethodGet, "/api/token/search?keyword=searchable-token&p=1&size=10", nil, 1)
+	SearchTokens(ctx)
+
+	response := decodeAPIResponse(t, recorder)
+	if !response.Success {
+		t.Fatalf("expected success response, got message: %s", response.Message)
+	}
+
+	var page tokenPageResponse
+	if err := common.Unmarshal(response.Data, &page); err != nil {
+		t.Fatalf("failed to decode search response: %v", err)
+	}
+	if len(page.Items) != 1 {
+		t.Fatalf("expected exactly one search result, got %d", len(page.Items))
+	}
+	if page.Items[0].Key != token.GetMaskedKey() {
+		t.Fatalf("expected masked search key %q, got %q", token.GetMaskedKey(), page.Items[0].Key)
+	}
+	if strings.Contains(recorder.Body.String(), token.Key) {
+		t.Fatalf("search response leaked raw token key: %s", recorder.Body.String())
+	}
+}
+
+func TestGetTokenMasksKeyInResponse(t *testing.T) {
+	db := setupTokenControllerTestDB(t)
+	token := seedToken(t, db, 1, "detail-token", "qrst1234uvwx5678")
+
+	ctx, recorder := newAuthenticatedContext(t, http.MethodGet, "/api/token/"+strconv.Itoa(token.Id), nil, 1)
+	ctx.Params = gin.Params{{Key: "id", Value: strconv.Itoa(token.Id)}}
+	GetToken(ctx)
+
+	response := decodeAPIResponse(t, recorder)
+	if !response.Success {
+		t.Fatalf("expected success response, got message: %s", response.Message)
+	}
+
+	var detail tokenResponseItem
+	if err := common.Unmarshal(response.Data, &detail); err != nil {
+		t.Fatalf("failed to decode token detail response: %v", err)
+	}
+	if detail.Key != token.GetMaskedKey() {
+		t.Fatalf("expected masked detail key %q, got %q", token.GetMaskedKey(), detail.Key)
+	}
+	if strings.Contains(recorder.Body.String(), token.Key) {
+		t.Fatalf("detail response leaked raw token key: %s", recorder.Body.String())
+	}
+}
+
+func TestUpdateTokenMasksKeyInResponse(t *testing.T) {
+	db := setupTokenControllerTestDB(t)
+	token := seedToken(t, db, 1, "editable-token", "yzab1234cdef5678")
+
+	body := map[string]any{
+		"id":                   token.Id,
+		"name":                 "updated-token",
+		"expired_time":         -1,
+		"remain_quota":         100,
+		"unlimited_quota":      true,
+		"model_limits_enabled": false,
+		"model_limits":         "",
+		"group":                "default",
+		"cross_group_retry":    false,
+	}
+
+	ctx, recorder := newAuthenticatedContext(t, http.MethodPut, "/api/token/", body, 1)
+	UpdateToken(ctx)
+
+	response := decodeAPIResponse(t, recorder)
+	if !response.Success {
+		t.Fatalf("expected success response, got message: %s", response.Message)
+	}
+
+	var detail tokenResponseItem
+	if err := common.Unmarshal(response.Data, &detail); err != nil {
+		t.Fatalf("failed to decode token update response: %v", err)
+	}
+	if detail.Key != token.GetMaskedKey() {
+		t.Fatalf("expected masked update key %q, got %q", token.GetMaskedKey(), detail.Key)
+	}
+	if strings.Contains(recorder.Body.String(), token.Key) {
+		t.Fatalf("update response leaked raw token key: %s", recorder.Body.String())
+	}
+}
+
+func TestGetTokenKeyRequiresOwnershipAndReturnsFullKey(t *testing.T) {
+	db := setupTokenControllerTestDB(t)
+	token := seedToken(t, db, 1, "owned-token", "owner1234token5678")
+
+	authorizedCtx, authorizedRecorder := newAuthenticatedContext(t, http.MethodPost, "/api/token/"+strconv.Itoa(token.Id)+"/key", nil, 1)
+	authorizedCtx.Params = gin.Params{{Key: "id", Value: strconv.Itoa(token.Id)}}
+	GetTokenKey(authorizedCtx)
+
+	authorizedResponse := decodeAPIResponse(t, authorizedRecorder)
+	if !authorizedResponse.Success {
+		t.Fatalf("expected authorized key fetch to succeed, got message: %s", authorizedResponse.Message)
+	}
+
+	var keyData tokenKeyResponse
+	if err := common.Unmarshal(authorizedResponse.Data, &keyData); err != nil {
+		t.Fatalf("failed to decode token key response: %v", err)
+	}
+	if keyData.Key != token.GetFullKey() {
+		t.Fatalf("expected full key %q, got %q", token.GetFullKey(), keyData.Key)
+	}
+
+	unauthorizedCtx, unauthorizedRecorder := newAuthenticatedContext(t, http.MethodPost, "/api/token/"+strconv.Itoa(token.Id)+"/key", nil, 2)
+	unauthorizedCtx.Params = gin.Params{{Key: "id", Value: strconv.Itoa(token.Id)}}
+	GetTokenKey(unauthorizedCtx)
+
+	unauthorizedResponse := decodeAPIResponse(t, unauthorizedRecorder)
+	if unauthorizedResponse.Success {
+		t.Fatalf("expected unauthorized key fetch to fail")
+	}
+	if strings.Contains(unauthorizedRecorder.Body.String(), token.Key) {
+		t.Fatalf("unauthorized key response leaked raw token key: %s", unauthorizedRecorder.Body.String())
+	}
+}

controller/video_proxy.go

@@ -35,7 +35,8 @@ func VideoProxy(c *gin.Context) {
 		return
 	}
 
-	task, exists, err := model.GetByOnlyTaskId(taskID)
+	userID := c.GetInt("id")
+	task, exists, err := model.GetByTaskId(userID, taskID)
 	if err != nil {
 		logger.LogError(c.Request.Context(), fmt.Sprintf("Failed to query task %s: %s", taskID, err.Error()))
 		videoProxyError(c, http.StatusInternalServerError, "server_error", "Failed to query task")

docker-compose.yml

@@ -43,6 +43,8 @@ services:
       - redis
       - postgres
 #      - mysql  # Uncomment if using MySQL
+    networks:
+      - new-api-network
     healthcheck:
       test: ["CMD-SHELL", "wget -q -O - http://localhost:3000/api/status | grep -o '\"success\":\\s*true' || exit 1"]
       interval: 30s
@@ -53,6 +55,8 @@ services:
     image: redis:latest
     container_name: redis
     restart: always
+    networks:
+      - new-api-network
 
   postgres:
     image: postgres:15
@@ -64,6 +68,8 @@ services:
       POSTGRES_DB: new-api
     volumes:
       - pg_data:/var/lib/postgresql/data
+    networks:
+      - new-api-network
 #    ports:
 #      - "5432:5432"  # Uncomment if you need to access PostgreSQL from outside Docker
 
@@ -76,9 +82,15 @@ services:
 #      MYSQL_DATABASE: new-api
 #    volumes:
 #      - mysql_data:/var/lib/mysql
+#    networks:
+#      - new-api-network
 #    ports:
 #      - "3306:3306"  # Uncomment if you need to access MySQL from outside Docker
 
 volumes:
   pg_data:
 #  mysql_data:
+
+networks:
+  new-api-network:
+    driver: bridge

dto/channel_settings.go

@@ -27,12 +27,12 @@ type ChannelOtherSettings struct {
 	AzureResponsesVersion                 string        `json:"azure_responses_version,omitempty"`
 	VertexKeyType                         VertexKeyType `json:"vertex_key_type,omitempty"` // "json" or "api_key"
 	OpenRouterEnterprise                  *bool         `json:"openrouter_enterprise,omitempty"`
-	ClaudeBetaQuery                       bool          `json:"claude_beta_query,omitempty"`          // Claude 渠道是否强制追加 ?beta=true
-	AllowServiceTier                      bool          `json:"allow_service_tier,omitempty"`         // 是否允许 service_tier 透传（默认过滤以避免额外计费）
-	AllowInferenceGeo                     bool          `json:"allow_inference_geo,omitempty"`        // 是否允许 inference_geo 透传（仅 Claude，默认过滤以满足数据驻留合规
-	AllowSafetyIdentifier                 bool          `json:"allow_safety_identifier,omitempty"`    // 是否允许 safety_identifier 透传（默认过滤以保护用户隐私）
-	DisableStore                          bool          `json:"disable_store,omitempty"`              // 是否禁用 store 透传（默认允许透传，禁用后可能导致 Codex 无法使用）
-	AllowIncludeObfuscation               bool          `json:"allow_include_obfuscation,	omitempty"` // 是否允许 stream_options.include_obfuscation 透传（默认过滤以避免关闭流混淆保护）
+	ClaudeBetaQuery                       bool          `json:"claude_beta_query,omitempty"`         // Claude 渠道是否强制追加 ?beta=true
+	AllowServiceTier                      bool          `json:"allow_service_tier,omitempty"`        // 是否允许 service_tier 透传（默认过滤以避免额外计费）
+	AllowInferenceGeo                     bool          `json:"allow_inference_geo,omitempty"`       // 是否允许 inference_geo 透传（仅 Claude，默认过滤以满足数据驻留合规
+	AllowSafetyIdentifier                 bool          `json:"allow_safety_identifier,omitempty"`   // 是否允许 safety_identifier 透传（默认过滤以保护用户隐私）
+	DisableStore                          bool          `json:"disable_store,omitempty"`             // 是否禁用 store 透传（默认允许透传，禁用后可能导致 Codex 无法使用）
+	AllowIncludeObfuscation               bool          `json:"allow_include_obfuscation,omitempty"` // 是否允许 stream_options.include_obfuscation 透传（默认过滤以避免关闭流混淆保护）
 	AwsKeyType                            AwsKeyType    `json:"aws_key_type,omitempty"`
 	UpstreamModelUpdateCheckEnabled       bool          `json:"upstream_model_update_check_enabled,omitempty"`        // 是否检测上游模型更新
 	UpstreamModelUpdateAutoSyncEnabled    bool          `json:"upstream_model_update_auto_sync_enabled,omitempty"`    // 是否自动同步上游模型更新

dto/claude.go

@@ -218,6 +218,11 @@ type ClaudeRequest struct {
 	ServiceTier string `json:"service_tier,omitempty"`
 }
 
+// OutputConfigForEffort just for extract effort
+type OutputConfigForEffort struct {
+	Effort string `json:"effort,omitempty"`
+}
+
 // createClaudeFileSource 根据数据内容创建正确类型的 FileSource
 func createClaudeFileSource(data string) *types.FileSource {
 	if strings.HasPrefix(data, "http://") || strings.HasPrefix(data, "https://") {
@@ -409,6 +414,15 @@ func (c *ClaudeRequest) GetTools() []any {
 	}
 }
 
+func (c *ClaudeRequest) GetEfforts() string {
+	var OutputConfig OutputConfigForEffort
+	if err := json.Unmarshal(c.OutputConfig, &OutputConfig); err == nil {
+		effort := OutputConfig.Effort
+		return effort
+	}
+	return ""
+}
+
 // ProcessTools 处理工具列表，支持类型断言
 func ProcessTools(tools []any) ([]*Tool, []*ClaudeWebSearchTool) {
 	var normalTools []*Tool

dto/openai_request.go

@@ -56,10 +56,10 @@ type GeneralOpenAIRequest struct {
 	Tools               []ToolCallRequest `json:"tools,omitempty"`
 	ToolChoice          any               `json:"tool_choice,omitempty"`
 	FunctionCall        json.RawMessage   `json:"function_call,omitempty"`
-	User                string            `json:"user,omitempty"`
+	User                json.RawMessage   `json:"user,omitempty"`
 	// ServiceTier specifies upstream service level and may affect billing.
 	// This field is filtered by default and can be enabled via channel setting allow_service_tier.
-	ServiceTier string          `json:"service_tier,omitempty"`
+	ServiceTier json.RawMessage `json:"service_tier,omitempty"`
 	LogProbs    *bool           `json:"logprobs,omitempty"`
 	TopLogProbs *int            `json:"top_logprobs,omitempty"`
 	Dimensions  *int            `json:"dimensions,omitempty"`
@@ -67,7 +67,7 @@ type GeneralOpenAIRequest struct {
 	Audio       json.RawMessage `json:"audio,omitempty"`
 	// 安全标识符，用于帮助 OpenAI 检测可能违反使用政策的应用程序用户
 	// 注意：此字段会向 OpenAI 发送用户标识信息，默认过滤，可通过 allow_safety_identifier 开启
-	SafetyIdentifier string `json:"safety_identifier,omitempty"`
+	SafetyIdentifier json.RawMessage `json:"safety_identifier,omitempty"`
 	// Whether or not to store the output of this chat completion request for use in our model distillation or evals products.
 	// 是否存储此次请求数据供 OpenAI 用于评估和优化产品
 	// 注意：默认允许透传，可通过 disable_store 禁用；禁用后可能导致 Codex 无法正常使用
@@ -100,10 +100,10 @@ type GeneralOpenAIRequest struct {
 	THINKING json.RawMessage `json:"thinking,omitempty"`
 	// pplx Params
 	SearchDomainFilter     json.RawMessage `json:"search_domain_filter,omitempty"`
-	SearchRecencyFilter    string          `json:"search_recency_filter,omitempty"`
+	SearchRecencyFilter    json.RawMessage `json:"search_recency_filter,omitempty"`
 	ReturnImages           *bool           `json:"return_images,omitempty"`
 	ReturnRelatedQuestions *bool           `json:"return_related_questions,omitempty"`
-	SearchMode             string          `json:"search_mode,omitempty"`
+	SearchMode             json.RawMessage `json:"search_mode,omitempty"`
 	// Minimax
 	ReasoningSplit json.RawMessage `json:"reasoning_split,omitempty"`
 }
@@ -836,7 +836,7 @@ type OpenAIResponsesRequest struct {
 	PromptCacheRetention json.RawMessage `json:"prompt_cache_retention,omitempty"`
 	// SafetyIdentifier carries client identity for policy abuse detection.
 	// This field is filtered by default and can be enabled via channel setting allow_safety_identifier.
-	SafetyIdentifier string          `json:"safety_identifier,omitempty"`
+	SafetyIdentifier json.RawMessage `json:"safety_identifier,omitempty"`
 	Stream           *bool           `json:"stream,omitempty"`
 	StreamOptions    *StreamOptions  `json:"stream_options,omitempty"`
 	Temperature      *float64        `json:"temperature,omitempty"`
@@ -844,8 +844,8 @@ type OpenAIResponsesRequest struct {
 	ToolChoice       json.RawMessage `json:"tool_choice,omitempty"`
 	Tools            json.RawMessage `json:"tools,omitempty"` // 需要处理的参数很少，MCP 参数太多不确定，所以用 map
 	TopP             *float64        `json:"top_p,omitempty"`
-	Truncation       string          `json:"truncation,omitempty"`
-	User             string          `json:"user,omitempty"`
+	Truncation       json.RawMessage `json:"truncation,omitempty"`
+	User             json.RawMessage `json:"user,omitempty"`
 	MaxToolCalls     *uint           `json:"max_tool_calls,omitempty"`
 	Prompt           json.RawMessage `json:"prompt,omitempty"`
 	// qwen

dto/openai_response.go

@@ -267,7 +267,7 @@ type OpenAIResponsesResponse struct {
 	ID                 string             `json:"id"`
 	Object             string             `json:"object"`
 	CreatedAt          int                `json:"created_at"`
-	Status             string             `json:"status"`
+	Status             json.RawMessage    `json:"status"`
 	Error              any                `json:"error,omitempty"`
 	IncompleteDetails  *IncompleteDetails `json:"incomplete_details,omitempty"`
 	Instructions       string             `json:"instructions"`
@@ -275,14 +275,14 @@ type OpenAIResponsesResponse struct {
 	Model              string             `json:"model"`
 	Output             []ResponsesOutput  `json:"output"`
 	ParallelToolCalls  bool               `json:"parallel_tool_calls"`
-	PreviousResponseID string             `json:"previous_response_id"`
+	PreviousResponseID json.RawMessage    `json:"previous_response_id"`
 	Reasoning          *Reasoning         `json:"reasoning"`
 	Store              bool               `json:"store"`
 	Temperature        float64            `json:"temperature"`
-	ToolChoice         string             `json:"tool_choice"`
+	ToolChoice         json.RawMessage    `json:"tool_choice"`
 	Tools              []map[string]any   `json:"tools"`
 	TopP               float64            `json:"top_p"`
-	Truncation         string             `json:"truncation"`
+	Truncation         json.RawMessage    `json:"truncation"`
 	Usage              *Usage             `json:"usage"`
 	User               json.RawMessage    `json:"user"`
 	Metadata           json.RawMessage    `json:"metadata"`

model/pricing.go

@@ -25,6 +25,11 @@ type Pricing struct {
 	ModelPrice             float64                 `json:"model_price"`
 	OwnerBy                string                  `json:"owner_by"`
 	CompletionRatio        float64                 `json:"completion_ratio"`
+	CacheRatio             *float64                `json:"cache_ratio,omitempty"`
+	CreateCacheRatio       *float64                `json:"create_cache_ratio,omitempty"`
+	ImageRatio             *float64                `json:"image_ratio,omitempty"`
+	AudioRatio             *float64                `json:"audio_ratio,omitempty"`
+	AudioCompletionRatio   *float64                `json:"audio_completion_ratio,omitempty"`
 	EnableGroup            []string                `json:"enable_groups"`
 	SupportedEndpointTypes []constant.EndpointType `json:"supported_endpoint_types"`
 	PricingVersion         string                  `json:"pricing_version,omitempty"`
@@ -297,12 +302,29 @@ func updatePricing() {
 			pricing.CompletionRatio = ratio_setting.GetCompletionRatio(model)
 			pricing.QuotaType = 0
 		}
+		if cacheRatio, ok := ratio_setting.GetCacheRatio(model); ok {
+			pricing.CacheRatio = &cacheRatio
+		}
+		if createCacheRatio, ok := ratio_setting.GetCreateCacheRatio(model); ok {
+			pricing.CreateCacheRatio = &createCacheRatio
+		}
+		if imageRatio, ok := ratio_setting.GetImageRatio(model); ok {
+			pricing.ImageRatio = &imageRatio
+		}
+		if ratio_setting.ContainsAudioRatio(model) {
+			audioRatio := ratio_setting.GetAudioRatio(model)
+			pricing.AudioRatio = &audioRatio
+		}
+		if ratio_setting.ContainsAudioCompletionRatio(model) {
+			audioCompletionRatio := ratio_setting.GetAudioCompletionRatio(model)
+			pricing.AudioCompletionRatio = &audioCompletionRatio
+		}
 		pricingMap = append(pricingMap, pricing)
 	}
 
 	// 防止大更新后数据不通用
 	if len(pricingMap) > 0 {
-		pricingMap[0].PricingVersion = "82c4a357505fff6fee8462c3f7ec8a645bb95532669cb73b2cabee6a416ec24f"
+		pricingMap[0].PricingVersion = "5a90f2b86c08bd983a9a2e6d66c255f4eaef9c4bc934386d2b6ae84ef0ff1f1f"
 	}
 
 	// 刷新缓存映射，供高并发快速查询

model/token.go

@@ -35,6 +35,27 @@ func (token *Token) Clean() {
 	token.Key = ""
 }
 
+func MaskTokenKey(key string) string {
+	if key == "" {
+		return ""
+	}
+	if len(key) <= 4 {
+		return strings.Repeat("*", len(key))
+	}
+	if len(key) <= 8 {
+		return key[:2] + "****" + key[len(key)-2:]
+	}
+	return key[:4] + "**********" + key[len(key)-4:]
+}
+
+func (token *Token) GetFullKey() string {
+	return token.Key
+}
+
+func (token *Token) GetMaskedKey() string {
+	return MaskTokenKey(token.Key)
+}
+
 func (token *Token) GetIpLimits() []string {
 	// delete empty spaces
 	//split with \n
@@ -201,7 +222,7 @@ func ValidateUserToken(key string) (token *Token, err error) {
 			}
 			keyPrefix := key[:3]
 			keySuffix := key[len(key)-3:]
-			return token, errors.New(fmt.Sprintf("[sk-%s***%s] 该令牌额度已用尽 !token.UnlimitedQuota && token.RemainQuota = %d", keyPrefix, keySuffix, token.RemainQuota))
+			return token, fmt.Errorf("[sk-%s***%s] 该令牌额度已用尽 !token.UnlimitedQuota && token.RemainQuota = %d", keyPrefix, keySuffix, token.RemainQuota)
 		}
 		return token, nil
 	}

relay/channel/api_request.go

@@ -100,6 +100,9 @@ func getHeaderPassthroughRegex(pattern string) (*regexp.Regexp, error) {
 	return compiled, nil
 }
 
+func IsHeaderPassthroughRuleKey(key string) bool {
+	return isHeaderPassthroughRuleKey(key)
+}
 func isHeaderPassthroughRuleKey(key string) bool {
 	key = strings.TrimSpace(key)
 	if key == "" {

relay/channel/baidu/dto.go

@@ -1,6 +1,7 @@
 package baidu
 
 import (
+	"encoding/json"
 	"time"
 
 	"github.com/QuantumNous/new-api/dto"
@@ -12,16 +13,16 @@ type BaiduMessage struct {
 }
 
 type BaiduChatRequest struct {
-	Messages        []BaiduMessage `json:"messages"`
-	Temperature     *float64       `json:"temperature,omitempty"`
-	TopP            float64        `json:"top_p,omitempty"`
-	PenaltyScore    float64        `json:"penalty_score,omitempty"`
-	Stream          bool           `json:"stream,omitempty"`
-	System          string         `json:"system,omitempty"`
-	DisableSearch   bool           `json:"disable_search,omitempty"`
-	EnableCitation  bool           `json:"enable_citation,omitempty"`
-	MaxOutputTokens *int           `json:"max_output_tokens,omitempty"`
-	UserId          string         `json:"user_id,omitempty"`
+	Messages        []BaiduMessage  `json:"messages"`
+	Temperature     *float64        `json:"temperature,omitempty"`
+	TopP            float64         `json:"top_p,omitempty"`
+	PenaltyScore    float64         `json:"penalty_score,omitempty"`
+	Stream          bool            `json:"stream,omitempty"`
+	System          string          `json:"system,omitempty"`
+	DisableSearch   bool            `json:"disable_search,omitempty"`
+	EnableCitation  bool            `json:"enable_citation,omitempty"`
+	MaxOutputTokens *int            `json:"max_output_tokens,omitempty"`
+	UserId          json.RawMessage `json:"user_id,omitempty"`
 }
 
 type Error struct {

relay/channel/claude/constants.go

@@ -25,6 +25,7 @@ var ModelList = []string{
 	"claude-opus-4-6-high",
 	"claude-opus-4-6-medium",
 	"claude-opus-4-6-low",
+	"claude-sonnet-4-6",
 }
 
 var ChannelName = "claude"

relay/channel/codex/constants.go

@@ -8,7 +8,8 @@ import (
 var baseModelList = []string{
 	"gpt-5", "gpt-5-codex", "gpt-5-codex-mini",
 	"gpt-5.1", "gpt-5.1-codex", "gpt-5.1-codex-max", "gpt-5.1-codex-mini",
-	"gpt-5.2", "gpt-5.2-codex", "gpt-5.3-codex",
+	"gpt-5.2", "gpt-5.2-codex", "gpt-5.3-codex", "gpt-5.3-codex-spark",
+	"gpt-5.4",
 }
 
 var ModelList = withCompactModelSuffix(baseModelList)

relay/channel/coze/dto.go

@@ -17,7 +17,7 @@ type CozeEnterMessage struct {
 
 type CozeChatRequest struct {
 	BotId              string             `json:"bot_id"`
-	UserId             string             `json:"user_id"`
+	UserId             json.RawMessage    `json:"user_id"`
 	AdditionalMessages []CozeEnterMessage `json:"additional_messages,omitempty"`
 	Stream             bool               `json:"stream,omitempty"`
 	CustomVariables    json.RawMessage    `json:"custom_variables,omitempty"`

relay/channel/coze/relay-coze.go

@@ -34,8 +34,8 @@ func convertCozeChatRequest(c *gin.Context, request dto.GeneralOpenAIRequest) *C
 		}
 	}
 	user := request.User
-	if user == "" {
-		user = helper.GetResponseID(c)
+	if len(user) == 0 {
+		user = json.RawMessage(helper.GetResponseID(c))
 	}
 	cozeRequest := &CozeChatRequest{
 		BotId:              c.GetString("bot_id"),

relay/channel/dify/dto.go

@@ -1,6 +1,8 @@
 package dify
 
-import "github.com/QuantumNous/new-api/dto"
+import (
+	"github.com/QuantumNous/new-api/dto"
+)
 
 type DifyChatRequest struct {
 	Inputs           map[string]interface{} `json:"inputs"`

relay/channel/dify/relay-dify.go

@@ -131,10 +131,16 @@ func requestOpenAI2Dify(c *gin.Context, info *relaycommon.RelayInfo, request dto
 	}
 
 	user := request.User
-	if user == "" {
-		user = helper.GetResponseID(c)
+	if len(user) == 0 {
+		user = json.RawMessage(helper.GetResponseID(c))
 	}
-	difyReq.User = user
+	var stringUser string
+	err := json.Unmarshal(user, &stringUser)
+	if err != nil {
+		common.SysLog("failed to unmarshal user: " + err.Error())
+		stringUser = helper.GetResponseID(c)
+	}
+	difyReq.User = stringUser
 
 	files := make([]DifyFile, 0)
 	var content strings.Builder

relay/channel/gemini/adaptor.go

@@ -59,7 +59,7 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 
 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
 	if !strings.HasPrefix(info.UpstreamModelName, "imagen") {
-		return nil, errors.New("not supported model for image generation")
+		return nil, errors.New("not supported model for image generation, only imagen models are supported")
 	}
 
 	// convert size to aspect ratio but allow user to specify aspect ratio

relay/channel/gemini/constant.go

@@ -2,29 +2,34 @@ package gemini
 
 var ModelList = []string{
 	// stable version
-	"gemini-1.5-pro", "gemini-1.5-flash", "gemini-1.5-flash-8b",
-	"gemini-2.0-flash",
+	"gemini-2.5-flash", "gemini-2.5-pro", "gemini-2.0-flash",
+	"gemini-2.0-flash-001", "gemini-2.0-flash-lite-001", "gemini-2.0-flash-lite",
+	"gemini-2.5-flash-lite",
 	// latest version
-	"gemini-1.5-pro-latest", "gemini-1.5-flash-latest",
+	"gemini-flash-latest", "gemini-flash-lite-latest", "gemini-pro-latest",
+	"gemini-2.5-flash-native-audio-latest",
 	// preview version
-	"gemini-2.0-flash-lite-preview",
-	"gemini-3-pro-preview",
-	// gemini exp
-	"gemini-exp-1206",
-	// flash exp
-	"gemini-2.0-flash-exp",
-	// pro exp
-	"gemini-2.0-pro-exp",
-	// thinking exp
-	"gemini-2.0-flash-thinking-exp",
-	"gemini-2.5-pro-exp-03-25",
-	"gemini-2.5-pro-preview-03-25",
-	// imagen models
-	"imagen-3.0-generate-002",
+	"gemini-2.5-flash-preview-tts", "gemini-2.5-pro-preview-tts",
+	"gemini-2.5-flash-image", "gemini-2.5-flash-lite-preview-09-2025",
+	"gemini-3-pro-preview", "gemini-3-flash-preview", "gemini-3.1-pro-preview",
+	"gemini-3.1-pro-preview-customtools", "gemini-3.1-flash-lite-preview",
+	"gemini-3-pro-image-preview", "nano-banana-pro-preview",
+	"gemini-3.1-flash-image-preview", "gemini-robotics-er-1.5-preview",
+	"gemini-2.5-computer-use-preview-10-2025", "deep-research-pro-preview-12-2025",
+	"gemini-2.5-flash-native-audio-preview-09-2025", "gemini-2.5-flash-native-audio-preview-12-2025",
+	// gemma models
+	"gemma-3-1b-it", "gemma-3-4b-it", "gemma-3-12b-it",
+	"gemma-3-27b-it", "gemma-3n-e4b-it", "gemma-3n-e2b-it",
 	// embedding models
-	"gemini-embedding-exp-03-07",
-	"text-embedding-004",
-	"embedding-001",
+	"gemini-embedding-001", "gemini-embedding-2-preview",
+	// imagen models
+	"imagen-4.0-generate-001", "imagen-4.0-ultra-generate-001",
+	"imagen-4.0-fast-generate-001",
+	// veo models
+	"veo-2.0-generate-001", "veo-3.0-generate-001", "veo-3.0-fast-generate-001",
+	"veo-3.1-generate-preview", "veo-3.1-fast-generate-preview",
+	// other models
+	"aqa",
 }
 
 var SafetySettingList = []string{

relay/channel/minimax/constants.go

@@ -15,8 +15,10 @@ var ModelList = []string{
 	"speech-01-hd",
 	"speech-01-turbo",
 	"MiniMax-M2.1",
-	"MiniMax-M2.1-lightning",
+	"MiniMax-M2.1-highspeed",
 	"MiniMax-M2",
+	"MiniMax-M2.5",
+	"MiniMax-M2.5-highspeed",
 }
 
 var ChannelName = "minimax"

relay/channel/moonshot/constants.go

@@ -1,9 +1,11 @@
 package moonshot
 
 var ModelList = []string{
-	"moonshot-v1-8k",
-	"moonshot-v1-32k",
-	"moonshot-v1-128k",
+	"kimi-k2.5",
+	"kimi-k2-0905-preview",
+	"kimi-k2-turbo-preview",
+	"kimi-k2-thinking",
+	"kimi-k2-thinking-turbo",
 }
 
 var ChannelName = "moonshot"

relay/channel/openai/adaptor.go

@@ -225,8 +225,12 @@ func (a *Adaptor) SetupRequestHeader(c *gin.Context, header *http.Header, info *
 		}
 	}
 	if info.ChannelType == constant.ChannelTypeOpenRouter {
-		header.Set("HTTP-Referer", "https://www.newapi.ai")
-		header.Set("X-Title", "New API")
+		if header.Get("HTTP-Referer") == "" {
+			header.Set("HTTP-Referer", "https://www.newapi.ai")
+		}
+		if header.Get("X-OpenRouter-Title") == "" {
+			header.Set("X-OpenRouter-Title", "New API")
+		}
 	}
 	return nil
 }
@@ -298,6 +302,7 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 				}
 
 				reasoning := openrouter.RequestReasoning{
+					Enabled:   true,
 					MaxTokens: *thinking.BudgetTokens,
 				}
 

relay/channel/openai/constant.go

@@ -3,14 +3,19 @@ package openai
 var ModelList = []string{
 	"gpt-3.5-turbo", "gpt-3.5-turbo-0613", "gpt-3.5-turbo-1106", "gpt-3.5-turbo-0125",
 	"gpt-3.5-turbo-16k", "gpt-3.5-turbo-16k-0613",
-	"gpt-3.5-turbo-instruct",
+	"gpt-3.5-turbo-instruct", "gpt-3.5-turbo-instruct-0914",
 	"gpt-4", "gpt-4-0613", "gpt-4-1106-preview", "gpt-4-0125-preview",
 	"gpt-4-32k", "gpt-4-32k-0613",
 	"gpt-4-turbo-preview", "gpt-4-turbo", "gpt-4-turbo-2024-04-09",
 	"gpt-4-vision-preview",
 	"chatgpt-4o-latest",
 	"gpt-4o", "gpt-4o-2024-05-13", "gpt-4o-2024-08-06", "gpt-4o-2024-11-20",
+	"gpt-4o-transcribe", "gpt-4o-transcribe-diarize",
+	"gpt-4o-search-preview", "gpt-4o-search-preview-2025-03-11",
 	"gpt-4o-mini", "gpt-4o-mini-2024-07-18",
+	"gpt-4o-mini-transcribe", "gpt-4o-mini-transcribe-2025-03-20", "gpt-4o-mini-transcribe-2025-12-15",
+	"gpt-4o-mini-tts", "gpt-4o-mini-tts-2025-03-20", "gpt-4o-mini-tts-2025-12-15",
+	"gpt-4o-mini-search-preview", "gpt-4o-mini-search-preview-2025-03-11",
 	"gpt-4.5-preview", "gpt-4.5-preview-2025-02-27",
 	"gpt-4.1", "gpt-4.1-2025-04-14",
 	"gpt-4.1-mini", "gpt-4.1-mini-2025-04-14",
@@ -31,17 +36,41 @@ var ModelList = []string{
 	"gpt-5", "gpt-5-2025-08-07", "gpt-5-chat-latest",
 	"gpt-5-mini", "gpt-5-mini-2025-08-07",
 	"gpt-5-nano", "gpt-5-nano-2025-08-07",
-	"gpt-4o-audio-preview", "gpt-4o-audio-preview-2024-10-01",
-	"gpt-4o-realtime-preview", "gpt-4o-realtime-preview-2024-10-01", "gpt-4o-realtime-preview-2024-12-17",
+	"gpt-5-codex",
+	"gpt-5-pro", "gpt-5-pro-2025-10-06",
+	"gpt-5-search-api", "gpt-5-search-api-2025-10-14",
+	"gpt-5.1", "gpt-5.1-2025-11-13", "gpt-5.1-chat-latest",
+	"gpt-5.1-codex", "gpt-5.1-codex-mini", "gpt-5.1-codex-max",
+	"gpt-5.2", "gpt-5.2-2025-12-11", "gpt-5.2-chat-latest",
+	"gpt-5.2-pro", "gpt-5.2-pro-2025-12-11",
+	"gpt-5.2-codex",
+	"gpt-5.3-chat-latest",
+	"gpt-5.3-codex",
+	"gpt-5.4", "gpt-5.4-2026-03-05",
+	"gpt-5.4-pro", "gpt-5.4-pro-2026-03-05",
+	"gpt-4o-audio-preview", "gpt-4o-audio-preview-2024-10-01", "gpt-4o-audio-preview-2024-12-17", "gpt-4o-audio-preview-2025-06-03",
+	"gpt-4o-realtime-preview", "gpt-4o-realtime-preview-2024-10-01", "gpt-4o-realtime-preview-2024-12-17", "gpt-4o-realtime-preview-2025-06-03",
 	"gpt-4o-mini-realtime-preview", "gpt-4o-mini-realtime-preview-2024-12-17",
+	"gpt-4o-mini-audio-preview", "gpt-4o-mini-audio-preview-2024-12-17",
+	"gpt-audio", "gpt-audio-2025-08-28",
+	"gpt-audio-mini", "gpt-audio-mini-2025-10-06", "gpt-audio-mini-2025-12-15",
+	"gpt-audio-1.5",
+	"gpt-realtime", "gpt-realtime-2025-08-28",
+	"gpt-realtime-mini", "gpt-realtime-mini-2025-10-06", "gpt-realtime-mini-2025-12-15",
+	"gpt-realtime-1.5",
 	"text-embedding-ada-002", "text-embedding-3-small", "text-embedding-3-large",
 	"text-curie-001", "text-babbage-001", "text-ada-001",
 	"text-moderation-latest", "text-moderation-stable",
+	"omni-moderation-latest", "omni-moderation-2024-09-26",
 	"text-davinci-edit-001",
 	"davinci-002", "babbage-002",
-	"dall-e-3", "gpt-image-1",
+	"dall-e-2", "dall-e-3",
+	"gpt-image-1", "gpt-image-1-mini", "gpt-image-1.5",
+	"chatgpt-image-latest",
 	"whisper-1",
 	"tts-1", "tts-1-1106", "tts-1-hd", "tts-1-hd-1106",
+	"computer-use-preview", "computer-use-preview-2025-03-11",
+	"sora-2", "sora-2-pro",
 }
 
 var ChannelName = "openai"

relay/channel/openrouter/dto.go

@@ -3,6 +3,7 @@ package openrouter
 import "encoding/json"
 
 type RequestReasoning struct {
+	Enabled bool `json:"enabled"`
 	// One of the following (not both):
 	Effort    string `json:"effort,omitempty"`     // Can be "high", "medium", or "low" (OpenAI-style)
 	MaxTokens int    `json:"max_tokens,omitempty"` // Specific token limit (Anthropic-style)

relay/channel/task/kling/adaptor.go

@@ -4,7 +4,9 @@ import (
 	"bytes"
 	"fmt"
 	"io"
+	"math"
 	"net/http"
+	"strconv"
 	"strings"
 	"time"
 
@@ -80,15 +82,28 @@ type responsePayload struct {
 		TaskId        string `json:"task_id"`
 		TaskStatus    string `json:"task_status"`
 		TaskStatusMsg string `json:"task_status_msg"`
-		TaskResult    struct {
+		TaskInfo      struct {
+			ExternalTaskId string `json:"external_task_id"`
+		} `json:"task_info"`
+		WatermarkInfo struct {
+			Enabled bool `json:"enabled"`
+		} `json:"watermark_info"`
+		TaskResult struct {
 			Videos []struct {
-				Id       string `json:"id"`
-				Url      string `json:"url"`
-				Duration string `json:"duration"`
+				Id           string `json:"id"`
+				Url          string `json:"url"`
+				WatermarkUrl string `json:"watermark_url"`
+				Duration     string `json:"duration"`
 			} `json:"videos"`
+			Images []struct {
+				Index        int    `json:"index"`
+				Url          string `json:"url"`
+				WatermarkUrl string `json:"watermark_url"`
+			} `json:"images"`
 		} `json:"task_result"`
-		CreatedAt int64 `json:"created_at"`
-		UpdatedAt int64 `json:"updated_at"`
+		CreatedAt          int64  `json:"created_at"`
+		UpdatedAt          int64  `json:"updated_at"`
+		FinalUnitDeduction string `json:"final_unit_deduction"`
 	} `json:"data"`
 }
 
@@ -338,15 +353,22 @@ func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, e
 		taskInfo.Status = model.TaskStatusInProgress
 	case "succeed":
 		taskInfo.Status = model.TaskStatusSuccess
+		if videos := resPayload.Data.TaskResult.Videos; len(videos) > 0 {
+			video := videos[0]
+			taskInfo.Url = video.Url
+		}
+		if tokens, err := strconv.ParseFloat(resPayload.Data.FinalUnitDeduction, 64); err == nil {
+			rounded := int(math.Ceil(tokens))
+			if rounded > 0 {
+				taskInfo.CompletionTokens = rounded
+				taskInfo.TotalTokens = rounded
+			}
+		}
 	case "failed":
 		taskInfo.Status = model.TaskStatusFailure
 	default:
 		return nil, fmt.Errorf("unknown task status: %s", status)
 	}
-	if videos := resPayload.Data.TaskResult.Videos; len(videos) > 0 {
-		video := videos[0]
-		taskInfo.Url = video.Url
-	}
 	return taskInfo, nil
 }
 
@@ -383,5 +405,12 @@ func (a *TaskAdaptor) ConvertToOpenAIVideo(originTask *model.Task) ([]byte, erro
 			Code:    fmt.Sprintf("%d", klingResp.Code),
 		}
 	}
+
+	// https://app.klingai.com/cn/dev/document-api/apiReference/model/textToVideo
+	if data := klingResp.Data; data.TaskStatus == "failed" {
+		openAIVideo.Error = &dto.OpenAIVideoError{
+			Message: data.TaskStatusMsg,
+		}
+	}
 	return common.Marshal(openAIVideo)
 }

relay/channel/zhipu_4v/constants.go

@@ -1,7 +1,7 @@
 package zhipu_4v
 
 var ModelList = []string{
-	"glm-4", "glm-4v", "glm-3-turbo", "glm-4-alltools", "glm-4-plus", "glm-4-0520", "glm-4-air", "glm-4-airx", "glm-4-long", "glm-4-flash", "glm-4v-plus", "glm-4.6",
+	"glm-4", "glm-4v", "glm-3-turbo", "glm-4-alltools", "glm-4-plus", "glm-4-0520", "glm-4-air", "glm-4-airx", "glm-4-long", "glm-4-flash", "glm-4v-plus", "glm-4.6", "glm-4.6v", "glm-4.7", "glm-4.7-flash", "glm-5",
 }
 
 var ChannelName = "zhipu_4v"

relay/claude_handler.go

@@ -59,7 +59,6 @@ func ClaudeHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *typ
 			Type: "adaptive",
 		}
 		request.OutputConfig = json.RawMessage(fmt.Sprintf(`{"effort":"%s"}`, effortLevel))
-		request.TopP = common.GetPointer[float64](0)
 		request.Temperature = common.GetPointer[float64](1.0)
 		info.UpstreamModelName = request.Model
 	} else if model_setting.GetClaudeSettings().ThinkingAdapterEnabled &&
@@ -77,7 +76,6 @@ func ClaudeHelper(c *gin.Context, info *relaycommon.RelayInfo) (newAPIError *typ
 			}
 			// TODO: 临时处理
 			// https://docs.anthropic.com/en/docs/build-with-claude/extended-thinking#important-considerations-when-using-extended-thinking
-			request.TopP = common.GetPointer[float64](0)
 			request.Temperature = common.GetPointer[float64](1.0)
 		}
 		if !model_setting.ShouldPreserveThinkingSuffix(info.OriginModelName) {

relay/common/override.go

@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"net/http"
 	"regexp"
+	"sort"
 	"strconv"
 	"strings"
 
@@ -20,10 +21,23 @@ var negativeIndexRegexp = regexp.MustCompile(`\.(-\d+)`)
 const (
 	paramOverrideContextRequestHeaders = "request_headers"
 	paramOverrideContextHeaderOverride = "header_override"
+	paramOverrideContextAuditRecorder  = "__param_override_audit_recorder"
 )
 
 var errSourceHeaderNotFound = errors.New("source header does not exist")
 
+var paramOverrideKeyAuditPaths = map[string]struct{}{
+	"model":          {},
+	"original_model": {},
+	"upstream_model": {},
+	"service_tier":   {},
+	"inference_geo":  {},
+}
+
+type paramOverrideAuditRecorder struct {
+	lines []string
+}
+
 type ConditionOperation struct {
 	Path           string      `json:"path"`             // JSON路径
 	Mode           string      `json:"mode"`             // full, prefix, suffix, contains, gt, gte, lt, lte
@@ -117,6 +131,7 @@ func ApplyParamOverride(jsonData []byte, paramOverride map[string]interface{}, c
 	if len(paramOverride) == 0 {
 		return jsonData, nil
 	}
+	auditRecorder := getParamOverrideAuditRecorder(conditionContext)
 
 	// 尝试断言为操作格式
 	if operations, ok := tryParseOperations(paramOverride); ok {
@@ -124,7 +139,7 @@ func ApplyParamOverride(jsonData []byte, paramOverride map[string]interface{}, c
 		workingJSON := jsonData
 		var err error
 		if len(legacyOverride) > 0 {
-			workingJSON, err = applyOperationsLegacy(workingJSON, legacyOverride)
+			workingJSON, err = applyOperationsLegacy(workingJSON, legacyOverride, auditRecorder)
 			if err != nil {
 				return nil, err
 			}
@@ -136,7 +151,7 @@ func ApplyParamOverride(jsonData []byte, paramOverride map[string]interface{}, c
 	}
 
 	// 直接使用旧方法
-	return applyOperationsLegacy(jsonData, paramOverride)
+	return applyOperationsLegacy(jsonData, paramOverride, auditRecorder)
 }
 
 func buildLegacyParamOverride(paramOverride map[string]interface{}) map[string]interface{} {
@@ -160,14 +175,200 @@ func ApplyParamOverrideWithRelayInfo(jsonData []byte, info *RelayInfo) ([]byte,
 	}
 
 	overrideCtx := BuildParamOverrideContext(info)
+	var recorder *paramOverrideAuditRecorder
+	if shouldEnableParamOverrideAudit(paramOverride) {
+		recorder = &paramOverrideAuditRecorder{}
+		overrideCtx[paramOverrideContextAuditRecorder] = recorder
+	}
 	result, err := ApplyParamOverride(jsonData, paramOverride, overrideCtx)
 	if err != nil {
 		return nil, err
 	}
 	syncRuntimeHeaderOverrideFromContext(info, overrideCtx)
+	if info != nil {
+		if recorder != nil {
+			info.ParamOverrideAudit = recorder.lines
+		} else {
+			info.ParamOverrideAudit = nil
+		}
+	}
 	return result, nil
 }
 
+func shouldEnableParamOverrideAudit(paramOverride map[string]interface{}) bool {
+	if common.DebugEnabled {
+		return true
+	}
+	if len(paramOverride) == 0 {
+		return false
+	}
+	if operations, ok := tryParseOperations(paramOverride); ok {
+		for _, operation := range operations {
+			if shouldAuditParamPath(strings.TrimSpace(operation.Path)) ||
+				shouldAuditParamPath(strings.TrimSpace(operation.To)) {
+				return true
+			}
+		}
+		for key := range buildLegacyParamOverride(paramOverride) {
+			if shouldAuditParamPath(strings.TrimSpace(key)) {
+				return true
+			}
+		}
+		return false
+	}
+	for key := range paramOverride {
+		if shouldAuditParamPath(strings.TrimSpace(key)) {
+			return true
+		}
+	}
+	return false
+}
+
+func getParamOverrideAuditRecorder(context map[string]interface{}) *paramOverrideAuditRecorder {
+	if context == nil {
+		return nil
+	}
+	recorder, _ := context[paramOverrideContextAuditRecorder].(*paramOverrideAuditRecorder)
+	return recorder
+}
+
+func (r *paramOverrideAuditRecorder) recordOperation(mode, path, from, to string, value interface{}) {
+	if r == nil {
+		return
+	}
+	line := buildParamOverrideAuditLine(mode, path, from, to, value)
+	if line == "" {
+		return
+	}
+	if lo.Contains(r.lines, line) {
+		return
+	}
+	r.lines = append(r.lines, line)
+}
+
+func shouldAuditParamPath(path string) bool {
+	path = strings.TrimSpace(path)
+	if path == "" {
+		return false
+	}
+	if common.DebugEnabled {
+		return true
+	}
+	_, ok := paramOverrideKeyAuditPaths[path]
+	return ok
+}
+
+func shouldAuditOperation(mode, path, from, to string) bool {
+	if common.DebugEnabled {
+		return true
+	}
+	for _, candidate := range []string{path, to} {
+		if shouldAuditParamPath(candidate) {
+			return true
+		}
+	}
+	return false
+}
+
+func formatParamOverrideAuditValue(value interface{}) string {
+	switch typed := value.(type) {
+	case nil:
+		return "<empty>"
+	case string:
+		return typed
+	default:
+		return common.GetJsonString(typed)
+	}
+}
+
+func buildParamOverrideAuditLine(mode, path, from, to string, value interface{}) string {
+	mode = strings.TrimSpace(mode)
+	path = strings.TrimSpace(path)
+	from = strings.TrimSpace(from)
+	to = strings.TrimSpace(to)
+
+	if !shouldAuditOperation(mode, path, from, to) {
+		return ""
+	}
+
+	switch mode {
+	case "set":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("set %s = %s", path, formatParamOverrideAuditValue(value))
+	case "delete":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("delete %s", path)
+	case "copy":
+		if from == "" || to == "" {
+			return ""
+		}
+		return fmt.Sprintf("copy %s -> %s", from, to)
+	case "move":
+		if from == "" || to == "" {
+			return ""
+		}
+		return fmt.Sprintf("move %s -> %s", from, to)
+	case "prepend":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("prepend %s with %s", path, formatParamOverrideAuditValue(value))
+	case "append":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("append %s with %s", path, formatParamOverrideAuditValue(value))
+	case "trim_prefix", "trim_suffix", "ensure_prefix", "ensure_suffix":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("%s %s with %s", mode, path, formatParamOverrideAuditValue(value))
+	case "trim_space", "to_lower", "to_upper":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("%s %s", mode, path)
+	case "replace", "regex_replace":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("%s %s from %s to %s", mode, path, from, to)
+	case "set_header":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("set_header %s = %s", path, formatParamOverrideAuditValue(value))
+	case "delete_header":
+		if path == "" {
+			return ""
+		}
+		return fmt.Sprintf("delete_header %s", path)
+	case "copy_header", "move_header":
+		if from == "" || to == "" {
+			return ""
+		}
+		return fmt.Sprintf("%s %s -> %s", mode, from, to)
+	case "pass_headers":
+		return fmt.Sprintf("pass_headers %s", formatParamOverrideAuditValue(value))
+	case "sync_fields":
+		if from == "" || to == "" {
+			return ""
+		}
+		return fmt.Sprintf("sync_fields %s -> %s", from, to)
+	case "return_error":
+		return fmt.Sprintf("return_error %s", formatParamOverrideAuditValue(value))
+	default:
+		if path == "" {
+			return mode
+		}
+		return fmt.Sprintf("%s %s", mode, path)
+	}
+}
+
 func getParamOverrideMap(info *RelayInfo) map[string]interface{} {
 	if info == nil || info.ChannelMeta == nil {
 		return nil
@@ -454,7 +655,7 @@ func compareNumeric(jsonValue, targetValue gjson.Result, operator string) (bool,
 }
 
 // applyOperationsLegacy 原参数覆盖方法
-func applyOperationsLegacy(jsonData []byte, paramOverride map[string]interface{}) ([]byte, error) {
+func applyOperationsLegacy(jsonData []byte, paramOverride map[string]interface{}, auditRecorder *paramOverrideAuditRecorder) ([]byte, error) {
 	reqMap := make(map[string]interface{})
 	err := common.Unmarshal(jsonData, &reqMap)
 	if err != nil {
@@ -463,6 +664,7 @@ func applyOperationsLegacy(jsonData []byte, paramOverride map[string]interface{}
 
 	for key, value := range paramOverride {
 		reqMap[key] = value
+		auditRecorder.recordOperation("set", key, "", "", value)
 	}
 
 	return common.Marshal(reqMap)
@@ -470,6 +672,7 @@ func applyOperationsLegacy(jsonData []byte, paramOverride map[string]interface{}
 
 func applyOperations(jsonStr string, operations []ParamOperation, conditionContext map[string]interface{}) (string, error) {
 	context := ensureContextMap(conditionContext)
+	auditRecorder := getParamOverrideAuditRecorder(context)
 	contextJSON, err := marshalContextJSON(context)
 	if err != nil {
 		return "", fmt.Errorf("failed to marshal condition context: %v", err)
@@ -487,19 +690,44 @@ func applyOperations(jsonStr string, operations []ParamOperation, conditionConte
 		}
 		// 处理路径中的负数索引
 		opPath := processNegativeIndex(result, op.Path)
+		var opPaths []string
+		if isPathBasedOperation(op.Mode) {
+			opPaths, err = resolveOperationPaths(result, opPath)
+			if err != nil {
+				return "", err
+			}
+			if len(opPaths) == 0 {
+				continue
+			}
+		}
 
 		switch op.Mode {
 		case "delete":
-			result, err = sjson.Delete(result, opPath)
-		case "set":
-			if op.KeepOrigin && gjson.Get(result, opPath).Exists() {
-				continue
+			for _, path := range opPaths {
+				result, err = deleteValue(result, path)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("delete", path, "", "", nil)
+			}
+		case "set":
+			for _, path := range opPaths {
+				if op.KeepOrigin && gjson.Get(result, path).Exists() {
+					continue
+				}
+				result, err = sjson.Set(result, path, op.Value)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("set", path, "", "", op.Value)
 			}
-			result, err = sjson.Set(result, opPath, op.Value)
 		case "move":
 			opFrom := processNegativeIndex(result, op.From)
 			opTo := processNegativeIndex(result, op.To)
 			result, err = moveValue(result, opFrom, opTo)
+			if err == nil {
+				auditRecorder.recordOperation("move", "", opFrom, opTo, nil)
+			}
 		case "copy":
 			if op.From == "" || op.To == "" {
 				return "", fmt.Errorf("copy from/to is required")
@@ -507,44 +735,121 @@ func applyOperations(jsonStr string, operations []ParamOperation, conditionConte
 			opFrom := processNegativeIndex(result, op.From)
 			opTo := processNegativeIndex(result, op.To)
 			result, err = copyValue(result, opFrom, opTo)
+			if err == nil {
+				auditRecorder.recordOperation("copy", "", opFrom, opTo, nil)
+			}
 		case "prepend":
-			result, err = modifyValue(result, opPath, op.Value, op.KeepOrigin, true)
+			for _, path := range opPaths {
+				result, err = modifyValue(result, path, op.Value, op.KeepOrigin, true)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("prepend", path, "", "", op.Value)
+			}
 		case "append":
-			result, err = modifyValue(result, opPath, op.Value, op.KeepOrigin, false)
+			for _, path := range opPaths {
+				result, err = modifyValue(result, path, op.Value, op.KeepOrigin, false)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("append", path, "", "", op.Value)
+			}
 		case "trim_prefix":
-			result, err = trimStringValue(result, opPath, op.Value, true)
+			for _, path := range opPaths {
+				result, err = trimStringValue(result, path, op.Value, true)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("trim_prefix", path, "", "", op.Value)
+			}
 		case "trim_suffix":
-			result, err = trimStringValue(result, opPath, op.Value, false)
+			for _, path := range opPaths {
+				result, err = trimStringValue(result, path, op.Value, false)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("trim_suffix", path, "", "", op.Value)
+			}
 		case "ensure_prefix":
-			result, err = ensureStringAffix(result, opPath, op.Value, true)
+			for _, path := range opPaths {
+				result, err = ensureStringAffix(result, path, op.Value, true)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("ensure_prefix", path, "", "", op.Value)
+			}
 		case "ensure_suffix":
-			result, err = ensureStringAffix(result, opPath, op.Value, false)
+			for _, path := range opPaths {
+				result, err = ensureStringAffix(result, path, op.Value, false)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("ensure_suffix", path, "", "", op.Value)
+			}
 		case "trim_space":
-			result, err = transformStringValue(result, opPath, strings.TrimSpace)
+			for _, path := range opPaths {
+				result, err = transformStringValue(result, path, strings.TrimSpace)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("trim_space", path, "", "", nil)
+			}
 		case "to_lower":
-			result, err = transformStringValue(result, opPath, strings.ToLower)
+			for _, path := range opPaths {
+				result, err = transformStringValue(result, path, strings.ToLower)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("to_lower", path, "", "", nil)
+			}
 		case "to_upper":
-			result, err = transformStringValue(result, opPath, strings.ToUpper)
+			for _, path := range opPaths {
+				result, err = transformStringValue(result, path, strings.ToUpper)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("to_upper", path, "", "", nil)
+			}
 		case "replace":
-			result, err = replaceStringValue(result, opPath, op.From, op.To)
+			for _, path := range opPaths {
+				result, err = replaceStringValue(result, path, op.From, op.To)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("replace", path, op.From, op.To, nil)
+			}
 		case "regex_replace":
-			result, err = regexReplaceStringValue(result, opPath, op.From, op.To)
+			for _, path := range opPaths {
+				result, err = regexReplaceStringValue(result, path, op.From, op.To)
+				if err != nil {
+					break
+				}
+				auditRecorder.recordOperation("regex_replace", path, op.From, op.To, nil)
+			}
 		case "return_error":
+			auditRecorder.recordOperation("return_error", op.Path, "", "", op.Value)
 			returnErr, parseErr := parseParamOverrideReturnError(op.Value)
 			if parseErr != nil {
 				return "", parseErr
 			}
 			return "", returnErr
 		case "prune_objects":
-			result, err = pruneObjects(result, opPath, contextJSON, op.Value)
+			for _, path := range opPaths {
+				result, err = pruneObjects(result, path, contextJSON, op.Value)
+				if err != nil {
+					break
+				}
+			}
 		case "set_header":
 			err = setHeaderOverrideInContext(context, op.Path, op.Value, op.KeepOrigin)
 			if err == nil {
+				auditRecorder.recordOperation("set_header", op.Path, "", "", op.Value)
 				contextJSON, err = marshalContextJSON(context)
 			}
 		case "delete_header":
 			err = deleteHeaderOverrideInContext(context, op.Path)
 			if err == nil {
+				auditRecorder.recordOperation("delete_header", op.Path, "", "", nil)
 				contextJSON, err = marshalContextJSON(context)
 			}
 		case "copy_header":
@@ -561,6 +866,7 @@ func applyOperations(jsonStr string, operations []ParamOperation, conditionConte
 				err = nil
 			}
 			if err == nil {
+				auditRecorder.recordOperation("copy_header", "", sourceHeader, targetHeader, nil)
 				contextJSON, err = marshalContextJSON(context)
 			}
 		case "move_header":
@@ -577,6 +883,7 @@ func applyOperations(jsonStr string, operations []ParamOperation, conditionConte
 				err = nil
 			}
 			if err == nil {
+				auditRecorder.recordOperation("move_header", "", sourceHeader, targetHeader, nil)
 				contextJSON, err = marshalContextJSON(context)
 			}
 		case "pass_headers":
@@ -594,11 +901,13 @@ func applyOperations(jsonStr string, operations []ParamOperation, conditionConte
 				}
 			}
 			if err == nil {
+				auditRecorder.recordOperation("pass_headers", "", "", "", headerNames)
 				contextJSON, err = marshalContextJSON(context)
 			}
 		case "sync_fields":
 			result, err = syncFieldsBetweenTargets(result, context, op.From, op.To)
 			if err == nil {
+				auditRecorder.recordOperation("sync_fields", "", op.From, op.To, nil)
 				contextJSON, err = marshalContextJSON(context)
 			}
 		default:
@@ -766,24 +1075,30 @@ func resolveHeaderOverrideValueByMapping(context map[string]interface{}, headerN
 		return "", false, fmt.Errorf("header value mapping cannot be empty")
 	}
 
-	sourceValue, exists := getHeaderValueFromContext(context, headerName)
-	if !exists {
-		return "", false, nil
+	appendTokens, err := parseHeaderAppendTokens(mapping)
+	if err != nil {
+		return "", false, err
 	}
-	sourceTokens := splitHeaderListValue(sourceValue)
-	if len(sourceTokens) == 0 {
-		return "", false, nil
+	keepOnlyDeclared := parseHeaderKeepOnlyDeclared(mapping)
+
+	sourceValue, exists := getHeaderValueFromContext(context, headerName)
+	sourceTokens := make([]string, 0)
+	if exists {
+		sourceTokens = splitHeaderListValue(sourceValue)
 	}
 
 	wildcardValue, hasWildcard := mapping["*"]
-	resultTokens := make([]string, 0, len(sourceTokens))
+	resultTokens := make([]string, 0, len(sourceTokens)+len(appendTokens))
 	for _, token := range sourceTokens {
 		replacementRaw, hasReplacement := mapping[token]
-		if !hasReplacement && hasWildcard {
+		if !hasReplacement && hasWildcard && !keepOnlyDeclared {
 			replacementRaw = wildcardValue
 			hasReplacement = true
 		}
 		if !hasReplacement {
+			if keepOnlyDeclared {
+				continue
+			}
 			resultTokens = append(resultTokens, token)
 			continue
 		}
@@ -794,6 +1109,7 @@ func resolveHeaderOverrideValueByMapping(context map[string]interface{}, headerN
 		resultTokens = append(resultTokens, replacementTokens...)
 	}
 
+	resultTokens = append(resultTokens, appendTokens...)
 	resultTokens = lo.Uniq(resultTokens)
 	if len(resultTokens) == 0 {
 		return "", false, nil
@@ -801,6 +1117,26 @@ func resolveHeaderOverrideValueByMapping(context map[string]interface{}, headerN
 	return strings.Join(resultTokens, ","), true, nil
 }
 
+func parseHeaderAppendTokens(mapping map[string]interface{}) ([]string, error) {
+	appendRaw, ok := mapping["$append"]
+	if !ok {
+		return nil, nil
+	}
+	return parseHeaderReplacementTokens(appendRaw)
+}
+
+func parseHeaderKeepOnlyDeclared(mapping map[string]interface{}) bool {
+	keepOnlyDeclaredRaw, ok := mapping["$keep_only_declared"]
+	if !ok {
+		return false
+	}
+	keepOnlyDeclared, ok := keepOnlyDeclaredRaw.(bool)
+	if !ok {
+		return false
+	}
+	return keepOnlyDeclared
+}
+
 func parseHeaderReplacementTokens(value interface{}) ([]string, error) {
 	switch raw := value.(type) {
 	case nil:
@@ -1174,6 +1510,92 @@ func copyValue(jsonStr, fromPath, toPath string) (string, error) {
 	return sjson.Set(jsonStr, toPath, sourceValue.Value())
 }
 
+func isPathBasedOperation(mode string) bool {
+	switch mode {
+	case "delete", "set", "prepend", "append", "trim_prefix", "trim_suffix", "ensure_prefix", "ensure_suffix", "trim_space", "to_lower", "to_upper", "replace", "regex_replace", "prune_objects":
+		return true
+	default:
+		return false
+	}
+}
+
+func resolveOperationPaths(jsonStr, path string) ([]string, error) {
+	if !strings.Contains(path, "*") {
+		return []string{path}, nil
+	}
+	return expandWildcardPaths(jsonStr, path)
+}
+
+func expandWildcardPaths(jsonStr, path string) ([]string, error) {
+	var root interface{}
+	if err := common.Unmarshal([]byte(jsonStr), &root); err != nil {
+		return nil, err
+	}
+
+	segments := strings.Split(path, ".")
+	paths := collectWildcardPaths(root, segments, nil)
+	return lo.Uniq(paths), nil
+}
+
+func collectWildcardPaths(node interface{}, segments []string, prefix []string) []string {
+	if len(segments) == 0 {
+		return []string{strings.Join(prefix, ".")}
+	}
+
+	segment := strings.TrimSpace(segments[0])
+	if segment == "" {
+		return nil
+	}
+	isLast := len(segments) == 1
+
+	if segment == "*" {
+		switch typed := node.(type) {
+		case map[string]interface{}:
+			keys := lo.Keys(typed)
+			sort.Strings(keys)
+			return lo.FlatMap(keys, func(key string, _ int) []string {
+				return collectWildcardPaths(typed[key], segments[1:], append(prefix, key))
+			})
+		case []interface{}:
+			return lo.FlatMap(lo.Range(len(typed)), func(index int, _ int) []string {
+				return collectWildcardPaths(typed[index], segments[1:], append(prefix, strconv.Itoa(index)))
+			})
+		default:
+			return nil
+		}
+	}
+
+	switch typed := node.(type) {
+	case map[string]interface{}:
+		if isLast {
+			return []string{strings.Join(append(prefix, segment), ".")}
+		}
+		next, exists := typed[segment]
+		if !exists {
+			return nil
+		}
+		return collectWildcardPaths(next, segments[1:], append(prefix, segment))
+	case []interface{}:
+		index, err := strconv.Atoi(segment)
+		if err != nil || index < 0 || index >= len(typed) {
+			return nil
+		}
+		if isLast {
+			return []string{strings.Join(append(prefix, segment), ".")}
+		}
+		return collectWildcardPaths(typed[index], segments[1:], append(prefix, segment))
+	default:
+		return nil
+	}
+}
+
+func deleteValue(jsonStr, path string) (string, error) {
+	if strings.TrimSpace(path) == "" {
+		return jsonStr, nil
+	}
+	return sjson.Delete(jsonStr, path)
+}
+
 func modifyValue(jsonStr, path string, value interface{}, keepOrigin, isPrepend bool) (string, error) {
 	current := gjson.Get(jsonStr, path)
 	switch {

relay/common/override_test.go

@@ -2,13 +2,16 @@ package common
 
 import (
 	"encoding/json"
+	"fmt"
 	"reflect"
 	"testing"
 
+	common2 "github.com/QuantumNous/new-api/common"
 	"github.com/QuantumNous/new-api/types"
 
 	"github.com/QuantumNous/new-api/dto"
 	"github.com/QuantumNous/new-api/setting/model_setting"
+	"github.com/samber/lo"
 )
 
 func TestApplyParamOverrideTrimPrefix(t *testing.T) {
@@ -242,6 +245,224 @@ func TestApplyParamOverrideDelete(t *testing.T) {
 	}
 }
 
+func TestApplyParamOverrideDeleteWildcardPath(t *testing.T) {
+	input := []byte(`{"tools":[{"type":"bash","custom":{"input_examples":["a"],"other":1}},{"type":"code","custom":{"input_examples":["b"]}},{"type":"noop","custom":{"other":2}}]}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path": "tools.*.custom.input_examples",
+				"mode": "delete",
+			},
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+	assertJSONEqual(t, `{"tools":[{"type":"bash","custom":{"other":1}},{"type":"code","custom":{}},{"type":"noop","custom":{"other":2}}]}`, string(out))
+}
+
+func TestApplyParamOverrideSetWildcardPath(t *testing.T) {
+	input := []byte(`{"tools":[{"custom":{"tag":"A"}},{"custom":{"tag":"B"}},{"custom":{"tag":"C"}}]}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path":  "tools.*.custom.enabled",
+				"mode":  "set",
+				"value": true,
+			},
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+
+	var got struct {
+		Tools []struct {
+			Custom struct {
+				Enabled bool `json:"enabled"`
+			} `json:"custom"`
+		} `json:"tools"`
+	}
+	if err := json.Unmarshal(out, &got); err != nil {
+		t.Fatalf("failed to unmarshal output JSON: %v", err)
+	}
+
+	if !lo.EveryBy(got.Tools, func(item struct {
+		Custom struct {
+			Enabled bool `json:"enabled"`
+		} `json:"custom"`
+	}) bool {
+		return item.Custom.Enabled
+	}) {
+		t.Fatalf("expected wildcard set to enable all tools, got: %s", string(out))
+	}
+}
+
+func TestApplyParamOverrideTrimSpaceWildcardPath(t *testing.T) {
+	input := []byte(`{"tools":[{"custom":{"name":" alpha "}},{"custom":{"name":" beta"}},{"custom":{"name":"gamma "}}]}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path": "tools.*.custom.name",
+				"mode": "trim_space",
+			},
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+
+	var got struct {
+		Tools []struct {
+			Custom struct {
+				Name string `json:"name"`
+			} `json:"custom"`
+		} `json:"tools"`
+	}
+	if err := json.Unmarshal(out, &got); err != nil {
+		t.Fatalf("failed to unmarshal output JSON: %v", err)
+	}
+
+	names := lo.Map(got.Tools, func(item struct {
+		Custom struct {
+			Name string `json:"name"`
+		} `json:"custom"`
+	}, _ int) string {
+		return item.Custom.Name
+	})
+	if !reflect.DeepEqual(names, []string{"alpha", "beta", "gamma"}) {
+		t.Fatalf("unexpected names after wildcard trim_space: %v", names)
+	}
+}
+
+func TestApplyParamOverrideDeleteWildcardEqualsIndexedPaths(t *testing.T) {
+	input := []byte(`{"tools":[{"custom":{"input_examples":["a"],"other":1}},{"custom":{"input_examples":["b"],"other":2}},{"custom":{"input_examples":["c"],"other":3}}]}`)
+
+	wildcardOverride := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path": "tools.*.custom.input_examples",
+				"mode": "delete",
+			},
+		},
+	}
+
+	indexedOverride := map[string]interface{}{
+		"operations": lo.Map(lo.Range(3), func(index int, _ int) interface{} {
+			return map[string]interface{}{
+				"path": fmt.Sprintf("tools.%d.custom.input_examples", index),
+				"mode": "delete",
+			}
+		}),
+	}
+
+	wildcardOut, err := ApplyParamOverride(input, wildcardOverride, nil)
+	if err != nil {
+		t.Fatalf("wildcard ApplyParamOverride returned error: %v", err)
+	}
+
+	indexedOut, err := ApplyParamOverride(input, indexedOverride, nil)
+	if err != nil {
+		t.Fatalf("indexed ApplyParamOverride returned error: %v", err)
+	}
+
+	assertJSONEqual(t, string(indexedOut), string(wildcardOut))
+}
+
+func TestApplyParamOverrideSetWildcardKeepOrigin(t *testing.T) {
+	input := []byte(`{"tools":[{"custom":{"tag":"A"}},{"custom":{"tag":"B","enabled":false}},{"custom":{"tag":"C"}}]}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path":        "tools.*.custom.enabled",
+				"mode":        "set",
+				"value":       true,
+				"keep_origin": true,
+			},
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+
+	var got struct {
+		Tools []struct {
+			Custom struct {
+				Enabled bool `json:"enabled"`
+			} `json:"custom"`
+		} `json:"tools"`
+	}
+	if err := json.Unmarshal(out, &got); err != nil {
+		t.Fatalf("failed to unmarshal output JSON: %v", err)
+	}
+
+	enabledValues := lo.Map(got.Tools, func(item struct {
+		Custom struct {
+			Enabled bool `json:"enabled"`
+		} `json:"custom"`
+	}, _ int) bool {
+		return item.Custom.Enabled
+	})
+	if !reflect.DeepEqual(enabledValues, []bool{true, false, true}) {
+		t.Fatalf("unexpected enabled values after wildcard keep_origin set: %v", enabledValues)
+	}
+}
+
+func TestApplyParamOverrideTrimSpaceMultiWildcardPath(t *testing.T) {
+	input := []byte(`{"tools":[{"custom":{"items":[{"name":" alpha "},{"name":" beta "}]}},{"custom":{"items":[{"name":" gamma"}]}}]}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path": "tools.*.custom.items.*.name",
+				"mode": "trim_space",
+			},
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+
+	var got struct {
+		Tools []struct {
+			Custom struct {
+				Items []struct {
+					Name string `json:"name"`
+				} `json:"items"`
+			} `json:"custom"`
+		} `json:"tools"`
+	}
+	if err := json.Unmarshal(out, &got); err != nil {
+		t.Fatalf("failed to unmarshal output JSON: %v", err)
+	}
+
+	names := lo.FlatMap(got.Tools, func(tool struct {
+		Custom struct {
+			Items []struct {
+				Name string `json:"name"`
+			} `json:"items"`
+		} `json:"custom"`
+	}, _ int) []string {
+		return lo.Map(tool.Custom.Items, func(item struct {
+			Name string `json:"name"`
+		}, _ int) string {
+			return item.Name
+		})
+	})
+	if !reflect.DeepEqual(names, []string{"alpha", "beta", "gamma"}) {
+		t.Fatalf("unexpected names after multi wildcard trim_space: %v", names)
+	}
+}
+
 func TestApplyParamOverrideSet(t *testing.T) {
 	input := []byte(`{"model":"gpt-4","temperature":0.7}`)
 	override := map[string]interface{}{
@@ -261,6 +482,42 @@ func TestApplyParamOverrideSet(t *testing.T) {
 	assertJSONEqual(t, `{"model":"gpt-4","temperature":0.1}`, string(out))
 }
 
+func TestApplyParamOverrideSetWithDescriptionKeepsCompatibility(t *testing.T) {
+	input := []byte(`{"model":"gpt-4","temperature":0.7}`)
+	overrideWithoutDesc := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"path":  "temperature",
+				"mode":  "set",
+				"value": 0.1,
+			},
+		},
+	}
+	overrideWithDesc := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"description": "set temperature for deterministic output",
+				"path":        "temperature",
+				"mode":        "set",
+				"value":       0.1,
+			},
+		},
+	}
+
+	outWithoutDesc, err := ApplyParamOverride(input, overrideWithoutDesc, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride without description returned error: %v", err)
+	}
+
+	outWithDesc, err := ApplyParamOverride(input, overrideWithDesc, nil)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride with description returned error: %v", err)
+	}
+
+	assertJSONEqual(t, string(outWithoutDesc), string(outWithDesc))
+	assertJSONEqual(t, `{"model":"gpt-4","temperature":0.1}`, string(outWithDesc))
+}
+
 func TestApplyParamOverrideSetKeepOrigin(t *testing.T) {
 	input := []byte(`{"model":"gpt-4","temperature":0.7}`)
 	override := map[string]interface{}{
@@ -1397,6 +1654,141 @@ func TestApplyParamOverrideSetHeaderMapDeleteWholeHeaderWhenAllTokensCleared(t *
 	}
 }
 
+func TestApplyParamOverrideSetHeaderMapAppendsTokens(t *testing.T) {
+	input := []byte(`{"temperature":0.7}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"mode": "set_header",
+				"path": "anthropic-beta",
+				"value": map[string]interface{}{
+					"$append": []interface{}{"context-1m-2025-08-07", "computer-use-2025-01-24"},
+				},
+			},
+		},
+	}
+	ctx := map[string]interface{}{
+		"header_override": map[string]interface{}{
+			"anthropic-beta": "computer-use-2025-01-24",
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, ctx)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+	assertJSONEqual(t, `{"temperature":0.7}`, string(out))
+
+	headers, ok := ctx["header_override"].(map[string]interface{})
+	if !ok {
+		t.Fatalf("expected header_override context map")
+	}
+	if headers["anthropic-beta"] != "computer-use-2025-01-24,context-1m-2025-08-07" {
+		t.Fatalf("expected anthropic-beta to append new token without duplicates, got: %v", headers["anthropic-beta"])
+	}
+}
+
+func TestApplyParamOverrideSetHeaderMapAppendsTokensWhenHeaderMissing(t *testing.T) {
+	input := []byte(`{"temperature":0.7}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"mode": "set_header",
+				"path": "anthropic-beta",
+				"value": map[string]interface{}{
+					"$append": []interface{}{"context-1m-2025-08-07", "computer-use-2025-01-24"},
+				},
+			},
+		},
+	}
+
+	ctx := map[string]interface{}{}
+	out, err := ApplyParamOverride(input, override, ctx)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+	assertJSONEqual(t, `{"temperature":0.7}`, string(out))
+
+	headers, ok := ctx["header_override"].(map[string]interface{})
+	if !ok {
+		t.Fatalf("expected header_override context map")
+	}
+	if headers["anthropic-beta"] != "context-1m-2025-08-07,computer-use-2025-01-24" {
+		t.Fatalf("expected anthropic-beta to be created from appended tokens, got: %v", headers["anthropic-beta"])
+	}
+}
+
+func TestApplyParamOverrideSetHeaderMapKeepOnlyDeclaredDropsUndeclaredTokens(t *testing.T) {
+	input := []byte(`{"temperature":0.7}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"mode": "set_header",
+				"path": "anthropic-beta",
+				"value": map[string]interface{}{
+					"computer-use-2025-01-24": "computer-use-2025-01-24",
+					"$append":                 []interface{}{"context-1m-2025-08-07"},
+					"$keep_only_declared":     true,
+				},
+			},
+		},
+	}
+	ctx := map[string]interface{}{
+		"header_override": map[string]interface{}{
+			"anthropic-beta": "advanced-tool-use-2025-11-20,computer-use-2025-01-24",
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, ctx)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+	assertJSONEqual(t, `{"temperature":0.7}`, string(out))
+
+	headers, ok := ctx["header_override"].(map[string]interface{})
+	if !ok {
+		t.Fatalf("expected header_override context map")
+	}
+	if headers["anthropic-beta"] != "computer-use-2025-01-24,context-1m-2025-08-07" {
+		t.Fatalf("expected anthropic-beta to keep only declared tokens, got: %v", headers["anthropic-beta"])
+	}
+}
+
+func TestApplyParamOverrideSetHeaderMapKeepOnlyDeclaredDeletesHeaderWhenNothingDeclaredMatches(t *testing.T) {
+	input := []byte(`{"temperature":0.7}`)
+	override := map[string]interface{}{
+		"operations": []interface{}{
+			map[string]interface{}{
+				"mode": "set_header",
+				"path": "anthropic-beta",
+				"value": map[string]interface{}{
+					"computer-use-2025-01-24": "computer-use-2025-01-24",
+					"$keep_only_declared":     true,
+				},
+			},
+		},
+	}
+	ctx := map[string]interface{}{
+		"header_override": map[string]interface{}{
+			"anthropic-beta": "advanced-tool-use-2025-11-20",
+		},
+	}
+
+	out, err := ApplyParamOverride(input, override, ctx)
+	if err != nil {
+		t.Fatalf("ApplyParamOverride returned error: %v", err)
+	}
+	assertJSONEqual(t, `{"temperature":0.7}`, string(out))
+
+	headers, ok := ctx["header_override"].(map[string]interface{})
+	if !ok {
+		t.Fatalf("expected header_override context map")
+	}
+	if _, exists := headers["anthropic-beta"]; exists {
+		t.Fatalf("expected anthropic-beta to be deleted when no declared tokens remain, got: %v", headers["anthropic-beta"])
+	}
+}
+
 func TestApplyParamOverrideConditionsObjectShorthand(t *testing.T) {
 	input := []byte(`{"temperature":0.7}`)
 	override := map[string]interface{}{
@@ -1675,6 +2067,105 @@ func TestRemoveDisabledFieldsAllowInferenceGeo(t *testing.T) {
 	assertJSONEqual(t, `{"inference_geo":"eu","store":true}`, string(out))
 }
 
+func TestApplyParamOverrideWithRelayInfoRecordsOperationAuditInDebugMode(t *testing.T) {
+	originalDebugEnabled := common2.DebugEnabled
+	common2.DebugEnabled = true
+	t.Cleanup(func() {
+		common2.DebugEnabled = originalDebugEnabled
+	})
+
+	info := &RelayInfo{
+		ChannelMeta: &ChannelMeta{
+			ParamOverride: map[string]interface{}{
+				"operations": []interface{}{
+					map[string]interface{}{
+						"mode": "copy",
+						"from": "metadata.target_model",
+						"to":   "model",
+					},
+					map[string]interface{}{
+						"mode":  "set",
+						"path":  "service_tier",
+						"value": "flex",
+					},
+					map[string]interface{}{
+						"mode":  "set",
+						"path":  "temperature",
+						"value": 0.1,
+					},
+				},
+			},
+		},
+	}
+
+	out, err := ApplyParamOverrideWithRelayInfo([]byte(`{
+		"model":"gpt-4.1",
+		"temperature":0.7,
+		"metadata":{"target_model":"gpt-4.1-mini"}
+	}`), info)
+	if err != nil {
+		t.Fatalf("ApplyParamOverrideWithRelayInfo returned error: %v", err)
+	}
+	assertJSONEqual(t, `{
+		"model":"gpt-4.1-mini",
+		"temperature":0.1,
+		"service_tier":"flex",
+		"metadata":{"target_model":"gpt-4.1-mini"}
+	}`, string(out))
+
+	expected := []string{
+		"copy metadata.target_model -> model",
+		"set service_tier = flex",
+		"set temperature = 0.1",
+	}
+	if !reflect.DeepEqual(info.ParamOverrideAudit, expected) {
+		t.Fatalf("unexpected param override audit, got %#v", info.ParamOverrideAudit)
+	}
+}
+
+func TestApplyParamOverrideWithRelayInfoRecordsOnlyKeyOperationsWhenDebugDisabled(t *testing.T) {
+	originalDebugEnabled := common2.DebugEnabled
+	common2.DebugEnabled = false
+	t.Cleanup(func() {
+		common2.DebugEnabled = originalDebugEnabled
+	})
+
+	info := &RelayInfo{
+		ChannelMeta: &ChannelMeta{
+			ParamOverride: map[string]interface{}{
+				"operations": []interface{}{
+					map[string]interface{}{
+						"mode": "copy",
+						"from": "metadata.target_model",
+						"to":   "model",
+					},
+					map[string]interface{}{
+						"mode":  "set",
+						"path":  "temperature",
+						"value": 0.1,
+					},
+				},
+			},
+		},
+	}
+
+	_, err := ApplyParamOverrideWithRelayInfo([]byte(`{
+		"model":"gpt-4.1",
+		"temperature":0.7,
+		"metadata":{"target_model":"gpt-4.1-mini"}
+	}`), info)
+	if err != nil {
+		t.Fatalf("ApplyParamOverrideWithRelayInfo returned error: %v", err)
+	}
+
+	expected := []string{
+		"copy metadata.target_model -> model",
+	}
+	if !reflect.DeepEqual(info.ParamOverrideAudit, expected) {
+		t.Fatalf("unexpected param override audit, got %#v", info.ParamOverrideAudit)
+	}
+}
+
 func assertJSONEqual(t *testing.T, want, got string) {
 	t.Helper()
 

relay/common/relay_info.go

@@ -149,6 +149,7 @@ type RelayInfo struct {
 	LastError                             *types.NewAPIError
 	RuntimeHeadersOverride                map[string]interface{}
 	UseRuntimeHeadersOverride             bool
+	ParamOverrideAudit                    []string
 
 	PriceData types.PriceData
 

relay/helper/price.go

@@ -147,24 +147,22 @@ func ModelPriceHelperPerCall(c *gin.Context, info *relaycommon.RelayInfo) (types
 	// 如果没有配置价格，检查模型倍率配置
 	if !success {
 
-		// 没有配置费用，返回错误
+		// 没有配置费用，也要使用默认费用,否则按费率计费模型无法使用
 		defaultPrice, ok := ratio_setting.GetDefaultModelPriceMap()[info.OriginModelName]
-		if !ok {
-			// 不再使用默认价格，而是返回错误
-			return types.PriceData{}, fmt.Errorf("模型 %s 价格未配置，请联系管理员设置", info.OriginModelName)
-		} else {
+		if ok {
 			modelPrice = defaultPrice
-		}
-		// 没有配置倍率也不接受没配置,那就返回错误
-		_, ratioSuccess, matchName := ratio_setting.GetModelRatio(info.OriginModelName)
-		if !ratioSuccess {
+		} else {
+			// 没有配置倍率也不接受没配置,那就返回错误
+			_, ratioSuccess, matchName := ratio_setting.GetModelRatio(info.OriginModelName)
 			acceptUnsetRatio := false
 			if info.UserSetting.AcceptUnsetRatioModel {
 				acceptUnsetRatio = true
 			}
-			if !acceptUnsetRatio {
+			if !ratioSuccess && !acceptUnsetRatio {
 				return types.PriceData{}, fmt.Errorf("模型 %s 倍率或价格未配置，请联系管理员设置或开始自用模式；Model %s ratio or price not set, please set or start self-use mode", matchName, matchName)
 			}
+			// 未配置价格但配置了倍率，使用默认预扣价格
+			modelPrice = float64(common.PreConsumedQuota) / common.QuotaPerUnit
 		}
 
 	}

router/api-router.go

@@ -248,6 +248,7 @@ func SetApiRouter(router *gin.Engine) {
 			tokenRoute.GET("/", controller.GetAllTokens)
 			tokenRoute.GET("/search", middleware.SearchRateLimit(), controller.SearchTokens)
 			tokenRoute.GET("/:id", controller.GetToken)
+			tokenRoute.POST("/:id/key", middleware.CriticalRateLimit(), middleware.DisableCache(), controller.GetTokenKey)
 			tokenRoute.POST("/", controller.AddToken)
 			tokenRoute.PUT("/", controller.UpdateToken)
 			tokenRoute.DELETE("/:id", controller.DeleteToken)

router/relay-router.go

@@ -214,7 +214,7 @@ func registerMjRouterGroup(relayMjRouter *gin.RouterGroup) {
 		relayMjRouter.POST("/submit/blend", controller.RelayMidjourney)
 		relayMjRouter.POST("/submit/edits", controller.RelayMidjourney)
 		relayMjRouter.POST("/submit/video", controller.RelayMidjourney)
-		relayMjRouter.POST("/notify", controller.RelayMidjourney)
+		//relayMjRouter.POST("/notify", controller.RelayMidjourney)
 		relayMjRouter.GET("/task/:id/fetch", controller.RelayMidjourney)
 		relayMjRouter.GET("/task/:id/image-seed", controller.RelayMidjourney)
 		relayMjRouter.POST("/task/list-by-condition", controller.RelayMidjourney)

service/convert.go

@@ -34,22 +34,34 @@ func ClaudeToOpenAIRequest(claudeRequest dto.ClaudeRequest, info *relaycommon.Re
 
 	isOpenRouter := info.ChannelType == constant.ChannelTypeOpenRouter
 
-	if claudeRequest.Thinking != nil && claudeRequest.Thinking.Type == "enabled" {
-		if isOpenRouter {
-			reasoning := openrouter.RequestReasoning{
-				MaxTokens: claudeRequest.Thinking.GetBudgetTokens(),
+	if isOpenRouter {
+		if effort := claudeRequest.GetEfforts(); effort != "" {
+			effortBytes, _ := json.Marshal(effort)
+			openAIRequest.Verbosity = effortBytes
+		}
+		if claudeRequest.Thinking != nil {
+			var reasoning openrouter.RequestReasoning
+			if claudeRequest.Thinking.Type == "enabled" {
+				reasoning = openrouter.RequestReasoning{
+					Enabled:   true,
+					MaxTokens: claudeRequest.Thinking.GetBudgetTokens(),
+				}
+			} else if claudeRequest.Thinking.Type == "adaptive" {
+				reasoning = openrouter.RequestReasoning{
+					Enabled: true,
+				}
 			}
 			reasoningJSON, err := json.Marshal(reasoning)
 			if err != nil {
 				return nil, fmt.Errorf("failed to marshal reasoning: %w", err)
 			}
 			openAIRequest.Reasoning = reasoningJSON
-		} else {
-			thinkingSuffix := "-thinking"
-			if strings.HasSuffix(info.OriginModelName, thinkingSuffix) &&
-				!strings.HasSuffix(openAIRequest.Model, thinkingSuffix) {
-				openAIRequest.Model = openAIRequest.Model + thinkingSuffix
-			}
+		}
+	} else {
+		thinkingSuffix := "-thinking"
+		if strings.HasSuffix(info.OriginModelName, thinkingSuffix) &&
+			!strings.HasSuffix(openAIRequest.Model, thinkingSuffix) {
+			openAIRequest.Model = openAIRequest.Model + thinkingSuffix
 		}
 	}
 

service/log_info_generate.go

@@ -74,9 +74,17 @@ func GenerateTextOtherInfo(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, m
 	appendRequestPath(ctx, relayInfo, other)
 	appendRequestConversionChain(relayInfo, other)
 	appendBillingInfo(relayInfo, other)
+	appendParamOverrideInfo(relayInfo, other)
 	return other
 }
 
+func appendParamOverrideInfo(relayInfo *relaycommon.RelayInfo, other map[string]interface{}) {
+	if relayInfo == nil || other == nil || len(relayInfo.ParamOverrideAudit) == 0 {
+		return
+	}
+	other["po"] = relayInfo.ParamOverrideAudit
+}
+
 func appendBillingInfo(relayInfo *relaycommon.RelayInfo, other map[string]interface{}) {
 	if relayInfo == nil || other == nil {
 		return

service/task_billing.go

@@ -222,13 +222,13 @@ func RecalculateTaskQuota(ctx context.Context, task *model.Task, actualQuota int
 	}
 	other := taskBillingOther(task)
 	other["task_id"] = task.TaskID
-	other["reason"] = reason
+	//other["reason"] = reason
 	other["pre_consumed_quota"] = preConsumedQuota
 	other["actual_quota"] = actualQuota
 	model.RecordTaskBillingLog(model.RecordTaskBillingLogParams{
 		UserId:    task.UserId,
 		LogType:   logType,
-		Content:   "",
+		Content:   reason,
 		ChannelId: task.ChannelId,
 		ModelName: taskModelName(task),
 		Quota:     logQuota,

setting/model_setting/claude.go

@@ -2,6 +2,7 @@ package model_setting
 
 import (
 	"net/http"
+	"strings"
 
 	"github.com/QuantumNous/new-api/setting/config"
 )
@@ -50,23 +51,36 @@ func GetClaudeSettings() *ClaudeSettings {
 func (c *ClaudeSettings) WriteHeaders(originModel string, httpHeader *http.Header) {
 	if headers, ok := c.HeadersSettings[originModel]; ok {
 		for headerKey, headerValues := range headers {
-			// get existing values for this header key
-			existingValues := httpHeader.Values(headerKey)
-			existingValuesMap := make(map[string]bool)
-			for _, v := range existingValues {
-				existingValuesMap[v] = true
-			}
-
-			// add only values that don't already exist
-			for _, headerValue := range headerValues {
-				if !existingValuesMap[headerValue] {
-					httpHeader.Add(headerKey, headerValue)
-				}
+			mergedValues := normalizeHeaderListValues(
+				append(append([]string(nil), httpHeader.Values(headerKey)...), headerValues...),
+			)
+			if len(mergedValues) == 0 {
+				continue
 			}
+			httpHeader.Set(headerKey, strings.Join(mergedValues, ","))
 		}
 	}
 }
 
+func normalizeHeaderListValues(values []string) []string {
+	normalizedValues := make([]string, 0, len(values))
+	seenValues := make(map[string]struct{}, len(values))
+	for _, value := range values {
+		for _, item := range strings.Split(value, ",") {
+			normalizedItem := strings.TrimSpace(item)
+			if normalizedItem == "" {
+				continue
+			}
+			if _, exists := seenValues[normalizedItem]; exists {
+				continue
+			}
+			seenValues[normalizedItem] = struct{}{}
+			normalizedValues = append(normalizedValues, normalizedItem)
+		}
+	}
+	return normalizedValues
+}
+
 func (c *ClaudeSettings) GetDefaultMaxTokens(model string) int {
 	if maxTokens, ok := c.DefaultMaxTokens[model]; ok {
 		return maxTokens

setting/operation_setting/status_code_ranges.go

@@ -5,6 +5,8 @@ import (
 	"sort"
 	"strconv"
 	"strings"
+
+	"github.com/QuantumNous/new-api/types"
 )
 
 type StatusCodeRange struct {
@@ -31,6 +33,10 @@ var alwaysSkipRetryStatusCodes = map[int]struct{}{
 	524: {},
 }
 
+var alwaysSkipRetryCodes = map[types.ErrorCode]struct{}{
+	types.ErrorCodeBadResponseBody: {},
+}
+
 func AutomaticDisableStatusCodesToString() string {
 	return statusCodeRangesToString(AutomaticDisableStatusCodeRanges)
 }
@@ -66,6 +72,11 @@ func IsAlwaysSkipRetryStatusCode(code int) bool {
 	return exists
 }
 
+func IsAlwaysSkipRetryCode(errorCode types.ErrorCode) bool {
+	_, exists := alwaysSkipRetryCodes[errorCode]
+	return exists
+}
+
 func ShouldRetryByStatusCode(code int) bool {
 	if IsAlwaysSkipRetryStatusCode(code) {
 		return false

setting/ratio_setting/model_ratio.go

@@ -452,6 +452,44 @@ func GetCompletionRatio(name string) float64 {
 	return hardCodedRatio
 }
 
+type CompletionRatioInfo struct {
+	Ratio  float64 `json:"ratio"`
+	Locked bool    `json:"locked"`
+}
+
+func GetCompletionRatioInfo(name string) CompletionRatioInfo {
+	name = FormatMatchingModelName(name)
+
+	if strings.Contains(name, "/") {
+		if ratio, ok := completionRatioMap.Get(name); ok {
+			return CompletionRatioInfo{
+				Ratio:  ratio,
+				Locked: false,
+			}
+		}
+	}
+
+	hardCodedRatio, locked := getHardcodedCompletionModelRatio(name)
+	if locked {
+		return CompletionRatioInfo{
+			Ratio:  hardCodedRatio,
+			Locked: true,
+		}
+	}
+
+	if ratio, ok := completionRatioMap.Get(name); ok {
+		return CompletionRatioInfo{
+			Ratio:  ratio,
+			Locked: false,
+		}
+	}
+
+	return CompletionRatioInfo{
+		Ratio:  hardCodedRatio,
+		Locked: false,
+	}
+}
+
 func getHardcodedCompletionModelRatio(name string) (float64, bool) {
 
 	isReservedModel := strings.HasSuffix(name, "-all") || strings.HasSuffix(name, "-gizmo-*")
@@ -471,6 +509,9 @@ func getHardcodedCompletionModelRatio(name string) (float64, bool) {
 		}
 		// gpt-5 匹配
 		if strings.HasPrefix(name, "gpt-5") {
+			if strings.HasPrefix(name, "gpt-5.4") {
+				return 6, true
+			}
 			return 8, true
 		}
 		// gpt-4.5-preview匹配

web/i18next.config.js

@@ -21,7 +21,7 @@ import { defineConfig } from 'i18next-cli';
 
 /** @type {import('i18next-cli').I18nextToolkitConfig} */
 export default defineConfig({
-  locales: ['zh', 'en', 'fr', 'ru', 'ja', 'vi'],
+  locales: ['zh-CN', 'zh-TW', 'en', 'fr', 'ru', 'ja', 'vi'],
   extract: {
     input: ['src/**/*.{js,jsx,ts,tsx}'],
     ignore: ['src/i18n/**/*'],

web/index.html

@@ -7,7 +7,13 @@
     <meta name="theme-color" content="#ffffff" />
     <meta
       name="description"
-      content="OpenAI 接口聚合管理，支持多种渠道包括 Azure，可用于二次分发管理 key，仅单可执行文件，已打包好 Docker 镜像，一键部署，开箱即用"
+      lang="zh"
+      content="统一的 AI 模型聚合与分发网关，支持将各类大语言模型跨格式转换为 OpenAI、Claude、Gemini 兼容接口，为个人与企业提供集中式模型管理与网关服务。"
+    />
+    <meta
+      name="description"
+      lang="en"
+      content="A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management."
     />
     <meta name="generator" content="new-api" />
     <title>New API</title>

web/src/components/common/ui/SelectableButtonGroup.jsx

@@ -23,7 +23,6 @@ import { useContainerWidth } from '../../../hooks/common/useContainerWidth';
 import {
   Divider,
   Button,
-  Tag,
   Row,
   Col,
   Collapsible,
@@ -46,6 +45,7 @@ import { IconChevronDown, IconChevronUp } from '@douyinfe/semi-icons';
  * @param {number} collapseHeight 折叠时的高度，默认200
  * @param {boolean} withCheckbox 是否启用前缀 Checkbox 来控制激活状态
  * @param {boolean} loading 是否处于加载状态
+ * @param {string} variant 颜色变体: 'violet' | 'teal' | 'amber' | 'rose' | 'green'，不传则使用默认蓝色
  */
 const SelectableButtonGroup = ({
   title,
@@ -58,6 +58,7 @@ const SelectableButtonGroup = ({
   collapseHeight = 200,
   withCheckbox = false,
   loading = false,
+  variant,
 }) => {
   const [isOpen, setIsOpen] = useState(false);
   const [skeletonCount] = useState(12);
@@ -178,9 +179,6 @@ const SelectableButtonGroup = ({
   ) : (
     <Row gutter={gutterSize} style={{ lineHeight: '32px', ...style }}>
       {items.map((item) => {
-        const isDisabled =
-          item.disabled ||
-          (typeof item.tagCount === 'number' && item.tagCount === 0);
         const isActive = Array.isArray(activeValue)
           ? activeValue.includes(item.value)
           : activeValue === item.value;
@@ -194,13 +192,11 @@ const SelectableButtonGroup = ({
                 }}
                 theme={isActive ? 'light' : 'outline'}
                 type={isActive ? 'primary' : 'tertiary'}
-                disabled={isDisabled}
                 className='sbg-button'
                 icon={
                   <Checkbox
                     checked={isActive}
                     onChange={() => onChange(item.value)}
-                    disabled={isDisabled}
                     style={{ pointerEvents: 'auto' }}
                   />
                 }
@@ -210,14 +206,9 @@ const SelectableButtonGroup = ({
                   {item.icon && <span className='sbg-icon'>{item.icon}</span>}
                   <ConditionalTooltipText text={item.label} />
                   {item.tagCount !== undefined && shouldShowTags && (
-                    <Tag
-                      className='sbg-tag'
-                      color='white'
-                      shape='circle'
-                      size='small'
-                    >
+                    <span className={`sbg-badge ${isActive ? 'sbg-badge-active' : ''}`}>
                       {item.tagCount}
-                    </Tag>
+                    </span>
                   )}
                 </div>
               </Button>
@@ -231,22 +222,16 @@ const SelectableButtonGroup = ({
               onClick={() => onChange(item.value)}
               theme={isActive ? 'light' : 'outline'}
               type={isActive ? 'primary' : 'tertiary'}
-              disabled={isDisabled}
               className='sbg-button'
               style={{ width: '100%' }}
             >
               <div className='sbg-content'>
                 {item.icon && <span className='sbg-icon'>{item.icon}</span>}
                 <ConditionalTooltipText text={item.label} />
-                {item.tagCount !== undefined && shouldShowTags && (
-                  <Tag
-                    className='sbg-tag'
-                    color='white'
-                    shape='circle'
-                    size='small'
-                  >
+                {item.tagCount !== undefined && shouldShowTags && item.tagCount !== '' && (
+                  <span className={`sbg-badge ${isActive ? 'sbg-badge-active' : ''}`}>
                     {item.tagCount}
-                  </Tag>
+                  </span>
                 )}
               </div>
             </Button>
@@ -258,7 +243,7 @@ const SelectableButtonGroup = ({
 
   return (
     <div
-      className={`mb-8 ${containerWidth <= 400 ? 'sbg-compact' : ''}`}
+      className={`mb-8 ${containerWidth <= 400 ? 'sbg-compact' : ''}${variant ? ` sbg-variant-${variant}` : ''}`}
       ref={containerRef}
     >
       {title && (

web/src/components/layout/PageLayout.jsx

@@ -37,10 +37,11 @@ import {
 import { UserContext } from '../../context/User';
 import { StatusContext } from '../../context/Status';
 import { useLocation } from 'react-router-dom';
+import { normalizeLanguage } from '../../i18n/language';
 const { Sider, Content, Header } = Layout;
 
 const PageLayout = () => {
-  const [, userDispatch] = useContext(UserContext);
+  const [userState, userDispatch] = useContext(UserContext);
   const [, statusDispatch] = useContext(StatusContext);
   const isMobile = useIsMobile();
   const [collapsed, , setCollapsed] = useSidebarCollapsed();
@@ -113,11 +114,34 @@ const PageLayout = () => {
         linkElement.href = logo;
       }
     }
-    const savedLang = localStorage.getItem('i18nextLng');
-    if (savedLang) {
-      i18n.changeLanguage(savedLang);
+  }, []);
+
+  useEffect(() => {
+    let preferredLang;
+
+    if (userState?.user?.setting) {
+      try {
+        const settings = JSON.parse(userState.user.setting);
+        preferredLang = normalizeLanguage(settings.language);
+      } catch (e) {
+        // Ignore parse errors
+      }
     }
-  }, [i18n]);
+
+    if (!preferredLang) {
+      const savedLang = localStorage.getItem('i18nextLng');
+      if (savedLang) {
+        preferredLang = normalizeLanguage(savedLang);
+      }
+    }
+
+    if (preferredLang) {
+      localStorage.setItem('i18nextLng', preferredLang);
+      if (preferredLang !== i18n.language) {
+        i18n.changeLanguage(preferredLang);
+      }
+    }
+  }, [i18n, userState?.user?.setting]);
 
   return (
     <Layout

web/src/components/settings/RatioSetting.jsx

@@ -95,19 +95,19 @@ const RatioSetting = () => {
 
   return (
     <Spin spinning={loading} size='large'>
-      {/* 模型倍率设置以及可视化编辑器 */}
+      {/* 模型倍率设置以及价格编辑器 */}
       <Card style={{ marginTop: '10px' }}>
-        <Tabs type='card'>
+        <Tabs type='card' defaultActiveKey='visual'>
           <Tabs.TabPane tab={t('模型倍率设置')} itemKey='model'>
             <ModelRatioSettings options={inputs} refresh={onRefresh} />
           </Tabs.TabPane>
-          <Tabs.TabPane tab={t('分组倍率设置')} itemKey='group'>
+          <Tabs.TabPane tab={t('分组相关设置')} itemKey='group'>
             <GroupRatioSettings options={inputs} refresh={onRefresh} />
           </Tabs.TabPane>
-          <Tabs.TabPane tab={t('可视化倍率设置')} itemKey='visual'>
+          <Tabs.TabPane tab={t('价格设置')} itemKey='visual'>
             <ModelSettingsVisualEditor options={inputs} refresh={onRefresh} />
           </Tabs.TabPane>
-          <Tabs.TabPane tab={t('未设置倍率模型')} itemKey='unset_models'>
+          <Tabs.TabPane tab={t('未设置价格模型')} itemKey='unset_models'>
             <ModelRatioNotSetEditor options={inputs} refresh={onRefresh} />
           </Tabs.TabPane>
           <Tabs.TabPane tab={t('上游倍率同步')} itemKey='upstream_sync'>

web/src/components/settings/personal/cards/PreferencesSettings.jsx

@@ -23,6 +23,7 @@ import { Languages } from "lucide-react";
 import { useTranslation } from "react-i18next";
 import { API, showSuccess, showError } from "../../../../helpers";
 import { UserContext } from "../../../../context/User";
+import { normalizeLanguage } from "../../../../i18n/language";
 
 // Language options with native names
 const languageOptions = [
@@ -39,7 +40,7 @@ const PreferencesSettings = ({ t }) => {
 	const { i18n } = useTranslation();
 	const [userState, userDispatch] = useContext(UserContext);
 	const [currentLanguage, setCurrentLanguage] = useState(
-		i18n.language || "zh-CN",
+		normalizeLanguage(i18n.language) || "zh-CN",
 	);
 	const [loading, setLoading] = useState(false);
 
@@ -49,8 +50,7 @@ const PreferencesSettings = ({ t }) => {
 			try {
 				const settings = JSON.parse(userState.user.setting);
 				if (settings.language) {
-					// Normalize legacy "zh" to "zh-CN" for backward compatibility
-					const lang = settings.language === "zh" ? "zh-CN" : settings.language;
+					const lang = normalizeLanguage(settings.language);
 					setCurrentLanguage(lang);
 					// Sync i18n with saved preference
 					if (i18n.language !== lang) {
@@ -73,6 +73,7 @@ const PreferencesSettings = ({ t }) => {
 			// Update language immediately for responsive UX
 			setCurrentLanguage(lang);
 			i18n.changeLanguage(lang);
+			localStorage.setItem('i18nextLng', lang);
 
 			// Save to backend
 			const res = await API.put("/api/user/self", {
@@ -81,33 +82,38 @@ const PreferencesSettings = ({ t }) => {
 
 			if (res.data.success) {
 				showSuccess(t("语言偏好已保存"));
-				// Update user context with new setting
+				// Keep backend preference, context state, and local cache aligned.
+				let settings = {};
 				if (userState?.user?.setting) {
 					try {
-						const settings = JSON.parse(userState.user.setting);
-						settings.language = lang;
-						userDispatch({
-							type: "login",
-							payload: {
-								...userState.user,
-								setting: JSON.stringify(settings),
-							},
-						});
+						settings = JSON.parse(userState.user.setting) || {};
 					} catch (e) {
-						// Ignore
+						settings = {};
 					}
 				}
+				settings.language = lang;
+				const nextUser = {
+					...userState.user,
+					setting: JSON.stringify(settings),
+				};
+				userDispatch({
+					type: "login",
+					payload: nextUser,
+				});
+				localStorage.setItem("user", JSON.stringify(nextUser));
 			} else {
 				showError(res.data.message || t("保存失败"));
 				// Revert on error
 				setCurrentLanguage(previousLang);
 				i18n.changeLanguage(previousLang);
+				localStorage.setItem("i18nextLng", previousLang);
 			}
 		} catch (error) {
 			showError(t("保存失败，请重试"));
 			// Revert on error
 			setCurrentLanguage(previousLang);
 			i18n.changeLanguage(previousLang);
+			localStorage.setItem("i18nextLng", previousLang);
 		} finally {
 			setLoading(false);
 		}

web/src/components/table/channels/ChannelsColumnDefs.jsx

@@ -537,7 +537,12 @@ export const getChannelsColumns = ({
                   </Tag>
                 </Tooltip>
                 <Tooltip
-                  content={t('剩余额度$') + record.balance + t('，点击更新')}
+                  content={
+                    t('剩余额度') +
+                    ': ' +
+                    renderQuotaWithAmount(record.balance) +
+                    t('，点击更新')
+                  }
                 >
                   <Tag
                     color='white'
@@ -723,10 +728,6 @@ export const getChannelsColumns = ({
               name: t('仅检测上游模型更新'),
               type: 'tertiary',
               onClick: () => {
-                if (!upstreamUpdateMeta.enabled) {
-                  showInfo(t('该渠道未开启上游模型更新检测'));
-                  return;
-                }
                 detectChannelUpstreamUpdates(record);
               },
             });

web/src/components/table/channels/modals/EditChannelModal.jsx

@@ -3291,6 +3291,18 @@ const EditChannelModal = (props) => {
                             inputs.upstream_model_update_last_check_time,
                           )}
                         </div>
+                        <Form.Input
+                          field='upstream_model_update_ignored_models'
+                          label={t('已忽略模型')}
+                          placeholder={t('例如：gpt-4.1-nano,gpt-4o-mini')}
+                          onChange={(value) =>
+                            handleInputChange(
+                              'upstream_model_update_ignored_models',
+                              value,
+                            )
+                          }
+                          showClear
+                        />
                       </>
                     )}
 
@@ -3460,19 +3472,6 @@ const EditChannelModal = (props) => {
                         )}
                     />
 
-                    <Form.Input
-                        field='upstream_model_update_ignored_models'
-                        label={t('手动忽略模型（逗号分隔）')}
-                        placeholder={t('例如：gpt-4.1-nano,gpt-4o-mini')}
-                        onChange={(value) =>
-                            handleInputChange(
-                                'upstream_model_update_ignored_models',
-                                value,
-                            )
-                        }
-                        showClear
-                    />
-
                     <div className='text-xs text-gray-500 mb-3'>
                       {t('上次检测到可加入模型')}:&nbsp;
                       {upstreamDetectedModels.length === 0 ? (

web/src/components/table/channels/modals/ParamOverrideEditorModal.jsx

@@ -34,7 +34,7 @@ import {
   TextArea,
   Typography,
 } from '@douyinfe/semi-ui';
-import { IconDelete, IconPlus } from '@douyinfe/semi-icons';
+import { IconDelete, IconMenu, IconPlus } from '@douyinfe/semi-icons';
 import { copy, showError, showSuccess, verifyJSON } from '../../../../helpers';
 import {
   CLAUDE_CLI_HEADER_PASSTHROUGH_TEMPLATE,
@@ -163,7 +163,7 @@ const MODE_DESCRIPTIONS = {
   prune_objects: '按条件清理对象中的子项',
   pass_headers: '把指定请求头透传到上游请求',
   sync_fields: '在一个字段有值、另一个缺失时自动补齐',
-  set_header: '设置运行期请求头（支持整值覆盖，或用 JSON 映射按逗号 token 替换/删除）',
+  set_header: '设置运行期请求头：可直接覆盖整条值，也可对逗号分隔的 token 做删除、替换、追加或白名单保留',
   delete_header: '删除运行期请求头',
   copy_header: '复制请求头',
   move_header: '移动请求头',
@@ -230,17 +230,29 @@ const getModeValueLabel = (mode) => {
   return '值（支持 JSON 或普通文本）';
 };
 
+const HEADER_VALUE_JSONC_EXAMPLE = `{
+  // 置空：删除 Bedrock 不支持的 beta特性
+  "files-api-2025-04-14": null,
+
+  // 替换：把旧特性改成兼容特性
+  "advanced-tool-use-2025-11-20": "tool-search-tool-2025-10-19",
+
+  // 追加：在末尾补一个需要的特性
+  "$append": ["context-1m-2025-08-07"]
+}`;
+
 const getModeValuePlaceholder = (mode) => {
   if (mode === 'set_header') {
     return [
-      'String example:',
+      '纯字符串（整条覆盖）：',
       'Bearer sk-xxx',
       '',
-      'JSON map example:',
-      '{"advanced-tool-use-2025-11-20": null, "computer-use-2025-01-24": "computer-use-2025-01-24"}',
-      '',
-      'JSON map wildcard:',
-      '{"*": null, "computer-use-2025-11-24": "computer-use-2025-11-24"}',
+      '或使用 JSON 规则：',
+      '{',
+      '  "files-api-2025-04-14": null,',
+      '  "advanced-tool-use-2025-11-20": "tool-search-tool-2025-10-19",',
+      '  "$append": ["context-1m-2025-08-07"]',
+      '}',
     ].join('\n');
   }
   if (mode === 'pass_headers') return 'Authorization, X-Request-Id';
@@ -258,11 +270,6 @@ const getModeValuePlaceholder = (mode) => {
   return '0.7';
 };
 
-const getModeValueHelp = (mode) => {
-  if (mode !== 'set_header') return '';
-  return '字符串：整条请求头直接覆盖。JSON 映射：按逗号分隔 token 逐项处理，null 表示删除，string/array 表示替换，* 表示兜底规则。';
-};
-
 const SYNC_TARGET_TYPE_OPTIONS = [
   { label: '请求体字段', value: 'json' },
   { label: '请求头字段', value: 'header' },
@@ -276,6 +283,7 @@ const LEGACY_TEMPLATE = {
 const OPERATION_TEMPLATE = {
   operations: [
     {
+      description: 'Set default temperature for openai/* models.',
       path: 'temperature',
       mode: 'set',
       value: 0.7,
@@ -294,8 +302,9 @@ const OPERATION_TEMPLATE = {
 const HEADER_PASSTHROUGH_TEMPLATE = {
   operations: [
     {
+      description: 'Pass through X-Request-Id header to upstream.',
       mode: 'pass_headers',
-      value: ['Authorization'],
+      value: ['X-Request-Id'],
       keep_origin: true,
     },
   ],
@@ -304,6 +313,8 @@ const HEADER_PASSTHROUGH_TEMPLATE = {
 const GEMINI_IMAGE_4K_TEMPLATE = {
   operations: [
     {
+      description:
+        'Set imageSize to 4K when model contains gemini/image and ends with 4k.',
       mode: 'set',
       path: 'generationConfig.imageConfig.imageSize',
       value: '4K',
@@ -311,7 +322,17 @@ const GEMINI_IMAGE_4K_TEMPLATE = {
         {
           path: 'original_model',
           mode: 'contains',
-          value: 'gemini-3-pro-image-preview',
+          value: 'gemini',
+        },
+        {
+          path: 'original_model',
+          mode: 'contains',
+          value: 'image',
+        },
+        {
+          path: 'original_model',
+          mode: 'suffix',
+          value: '4k',
         },
       ],
       logic: 'AND',
@@ -319,11 +340,13 @@ const GEMINI_IMAGE_4K_TEMPLATE = {
   ],
 };
 
-const AWS_BEDROCK_ANTHROPIC_BETA_OVERRIDE_TEMPLATE = {
+const AWS_BEDROCK_ANTHROPIC_COMPAT_TEMPLATE = {
   operations: [
     {
+      description: 'Normalize anthropic-beta header tokens for Bedrock compatibility.',
       mode: 'set_header',
       path: 'anthropic-beta',
+      // https://github.com/BerriAI/litellm/blob/main/litellm/anthropic_beta_headers_config.json
       value: {
         'advanced-tool-use-2025-11-20': 'tool-search-tool-2025-10-19',
         bash_20241022: null,
@@ -353,8 +376,14 @@ const AWS_BEDROCK_ANTHROPIC_BETA_OVERRIDE_TEMPLATE = {
         'tool-search-tool-2025-10-19': 'tool-search-tool-2025-10-19',
         'web-fetch-2025-09-10': null,
         'web-search-2025-03-05': null,
+        'oauth-2025-04-20': null
       },
     },
+    {
+      description: 'Remove all tools[*].custom.input_examples before upstream relay.',
+      mode: 'delete',
+      path: 'tools.*.custom.input_examples',
+    },
   ],
 };
 
@@ -378,7 +407,7 @@ const TEMPLATE_PRESET_CONFIG = {
   },
   pass_headers_auth: {
     group: 'scenario',
-    label: '请求头透传（Authorization）',
+    label: '请求头透传（X-Request-Id）',
     kind: 'operations',
     payload: HEADER_PASSTHROUGH_TEMPLATE,
   },
@@ -402,9 +431,9 @@ const TEMPLATE_PRESET_CONFIG = {
   },
   aws_bedrock_anthropic_beta_override: {
     group: 'scenario',
-    label: 'AWS Bedrock anthropic-beta覆盖',
+    label: 'AWS Bedrock Claude 兼容模板',
     kind: 'operations',
-    payload: AWS_BEDROCK_ANTHROPIC_BETA_OVERRIDE_TEMPLATE,
+    payload: AWS_BEDROCK_ANTHROPIC_COMPAT_TEMPLATE,
   },
 };
 
@@ -764,6 +793,7 @@ const createDefaultCondition = () => normalizeCondition({});
 
 const normalizeOperation = (operation = {}) => ({
   id: nextLocalId(),
+  description: typeof operation.description === 'string' ? operation.description : '',
   path: typeof operation.path === 'string' ? operation.path : '',
   mode: OPERATION_MODE_VALUES.has(operation.mode) ? operation.mode : 'set',
   value_text: toValueText(operation.value),
@@ -778,6 +808,38 @@ const normalizeOperation = (operation = {}) => ({
 
 const createDefaultOperation = () => normalizeOperation({ mode: 'set' });
 
+const reorderOperations = (
+  sourceOperations = [],
+  sourceId,
+  targetId,
+  position = 'before',
+) => {
+  if (!sourceId || !targetId || sourceId === targetId) {
+    return sourceOperations;
+  }
+
+  const sourceIndex = sourceOperations.findIndex((item) => item.id === sourceId);
+
+  if (sourceIndex < 0) {
+    return sourceOperations;
+  }
+
+  const nextOperations = [...sourceOperations];
+  const [moved] = nextOperations.splice(sourceIndex, 1);
+  let insertIndex = nextOperations.findIndex((item) => item.id === targetId);
+
+  if (insertIndex < 0) {
+    return sourceOperations;
+  }
+
+  if (position === 'after') {
+    insertIndex += 1;
+  }
+
+  nextOperations.splice(insertIndex, 0, moved);
+  return nextOperations;
+};
+
 const getOperationSummary = (operation = {}, index = 0) => {
   const mode = operation.mode || 'set';
   const modeLabel = OPERATION_MODE_LABEL_MAP[mode] || mode;
@@ -1015,8 +1077,12 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
   const [operationSearch, setOperationSearch] = useState('');
   const [selectedOperationId, setSelectedOperationId] = useState('');
   const [expandedConditionMap, setExpandedConditionMap] = useState({});
+  const [draggedOperationId, setDraggedOperationId] = useState('');
+  const [dragOverOperationId, setDragOverOperationId] = useState('');
+  const [dragOverPosition, setDragOverPosition] = useState('before');
   const [templateGroupKey, setTemplateGroupKey] = useState('basic');
   const [templatePresetKey, setTemplatePresetKey] = useState('operations_default');
+  const [headerValueExampleVisible, setHeaderValueExampleVisible] = useState(false);
   const [fieldGuideVisible, setFieldGuideVisible] = useState(false);
   const [fieldGuideTarget, setFieldGuideTarget] = useState('path');
   const [fieldGuideKeyword, setFieldGuideKeyword] = useState('');
@@ -1033,6 +1099,9 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
     setOperationSearch('');
     setSelectedOperationId(nextState.operations[0]?.id || '');
     setExpandedConditionMap({});
+    setDraggedOperationId('');
+    setDragOverOperationId('');
+    setDragOverPosition('before');
     if (nextState.visualMode === 'legacy') {
       setTemplateGroupKey('basic');
       setTemplatePresetKey('legacy_default');
@@ -1040,6 +1109,7 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
       setTemplateGroupKey('basic');
       setTemplatePresetKey('operations_default');
     }
+    setHeaderValueExampleVisible(false);
     setFieldGuideVisible(false);
     setFieldGuideTarget('path');
     setFieldGuideKeyword('');
@@ -1086,6 +1156,7 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
     if (!keyword) return operations;
     return operations.filter((operation) => {
       const searchableText = [
+        operation.description,
         operation.mode,
         operation.path,
         operation.from,
@@ -1151,10 +1222,14 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
       const payloadOps = filteredOps.map((operation) => {
         const mode = operation.mode || 'set';
         const meta = MODE_META[mode] || MODE_META.set;
+        const descriptionValue = String(operation.description || '').trim();
         const pathValue = operation.path.trim();
         const fromValue = operation.from.trim();
         const toValue = operation.to.trim();
         const payload = { mode };
+        if (descriptionValue) {
+          payload.description = descriptionValue;
+        }
         if (meta.path) {
           payload.path = pathValue;
         }
@@ -1556,6 +1631,67 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
     setSelectedOperationId(created.id);
   };
 
+  const resetOperationDragState = useCallback(() => {
+    setDraggedOperationId('');
+    setDragOverOperationId('');
+    setDragOverPosition('before');
+  }, []);
+
+  const moveOperation = useCallback(
+    (sourceId, targetId, position = 'before') => {
+      if (!sourceId || !targetId || sourceId === targetId) {
+        return;
+      }
+      setOperations((prev) =>
+        reorderOperations(prev, sourceId, targetId, position),
+      );
+      setSelectedOperationId(sourceId);
+    },
+    [],
+  );
+
+  const handleOperationDragStart = useCallback((event, operationId) => {
+    setDraggedOperationId(operationId);
+    setSelectedOperationId(operationId);
+    event.dataTransfer.effectAllowed = 'move';
+    event.dataTransfer.setData('text/plain', operationId);
+  }, []);
+
+  const handleOperationDragOver = useCallback(
+    (event, operationId) => {
+      event.preventDefault();
+      if (!draggedOperationId || draggedOperationId === operationId) {
+        return;
+      }
+      const rect = event.currentTarget.getBoundingClientRect();
+      const position =
+        event.clientY - rect.top > rect.height / 2 ? 'after' : 'before';
+      setDragOverOperationId(operationId);
+      setDragOverPosition(position);
+      event.dataTransfer.dropEffect = 'move';
+    },
+    [draggedOperationId],
+  );
+
+  const handleOperationDrop = useCallback(
+    (event, operationId) => {
+      event.preventDefault();
+      const sourceId =
+        draggedOperationId || event.dataTransfer.getData('text/plain');
+      const position =
+        dragOverOperationId === operationId ? dragOverPosition : 'before';
+      moveOperation(sourceId, operationId, position);
+      resetOperationDragState();
+    },
+    [
+      dragOverOperationId,
+      dragOverPosition,
+      draggedOperationId,
+      moveOperation,
+      resetOperationDragState,
+    ],
+  );
+
   const duplicateOperation = (operationId) => {
     let insertedId = '';
     setOperations((prev) => {
@@ -1563,6 +1699,7 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
       if (index < 0) return prev;
       const source = prev[index];
       const cloned = normalizeOperation({
+        description: source.description,
         path: source.path,
         mode: source.mode,
         value: parseLooseValue(source.value_text),
@@ -1812,14 +1949,6 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                 {t('重置')}
               </Button>
             </Space>
-            <Text
-              type='tertiary'
-              size='small'
-              className='cursor-pointer select-none mt-1 whitespace-nowrap'
-              onClick={() => openFieldGuide('path')}
-            >
-              {t('字段速查')}
-            </Text>
           </div>
         </Card>
 
@@ -1891,7 +2020,7 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
 
                       <Input
                         value={operationSearch}
-                        placeholder={t('搜索规则（类型 / 路径 / 来源 / 目标）')}
+                        placeholder={t('搜索规则（描述 / 类型 / 路径 / 来源 / 目标）')}
                         onChange={(nextValue) =>
                           setOperationSearch(nextValue || '')
                         }
@@ -1921,14 +2050,31 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                               );
                               const isActive =
                                 operation.id === selectedOperationId;
+                              const isDragging =
+                                operation.id === draggedOperationId;
+                              const isDropTarget =
+                                operation.id === dragOverOperationId &&
+                                draggedOperationId &&
+                                draggedOperationId !== operation.id;
                               return (
                                 <div
                                   key={operation.id}
                                   role='button'
                                   tabIndex={0}
+                                  draggable={operations.length > 1}
                                   onClick={() =>
                                     setSelectedOperationId(operation.id)
                                   }
+                                  onDragStart={(event) =>
+                                    handleOperationDragStart(event, operation.id)
+                                  }
+                                  onDragOver={(event) =>
+                                    handleOperationDragOver(event, operation.id)
+                                  }
+                                  onDrop={(event) =>
+                                    handleOperationDrop(event, operation.id)
+                                  }
+                                  onDragEnd={resetOperationDragState}
                                   onKeyDown={(event) => {
                                     if (
                                       event.key === 'Enter' ||
@@ -1946,18 +2092,53 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                                     border: isActive
                                       ? '1px solid var(--semi-color-primary)'
                                       : '1px solid var(--semi-color-border)',
+                                    opacity: isDragging ? 0.6 : 1,
+                                    boxShadow: isDropTarget
+                                      ? dragOverPosition === 'after'
+                                        ? 'inset 0 -3px 0 var(--semi-color-primary)'
+                                        : 'inset 0 3px 0 var(--semi-color-primary)'
+                                      : 'none',
                                   }}
                                 >
                                   <div className='flex items-start justify-between gap-2'>
-                                    <div>
-                                      <Text strong>{`#${index + 1}`}</Text>
-                                      <Text
-                                        type='tertiary'
-                                        size='small'
-                                        className='block mt-1'
+                                    <div className='flex items-start gap-2 min-w-0'>
+                                      <div
+                                        className='flex-shrink-0'
+                                        style={{
+                                          color: 'var(--semi-color-text-2)',
+                                          cursor: operations.length > 1 ? 'grab' : 'default',
+                                          marginTop: 1,
+                                        }}
                                       >
-                                        {getOperationSummary(operation, index)}
-                                      </Text>
+                                        <IconMenu />
+                                      </div>
+                                      <div className='min-w-0'>
+                                        <Text strong>{`#${index + 1}`}</Text>
+                                        <Text
+                                          type='tertiary'
+                                          size='small'
+                                          className='block mt-1'
+                                        >
+                                          {getOperationSummary(operation, index)}
+                                        </Text>
+                                        {String(operation.description || '').trim() ? (
+                                          <Text
+                                            type='tertiary'
+                                            size='small'
+                                            className='block mt-1'
+                                            style={{
+                                              lineHeight: 1.5,
+                                              wordBreak: 'break-word',
+                                              overflow: 'hidden',
+                                              display: '-webkit-box',
+                                              WebkitLineClamp: 2,
+                                              WebkitBoxOrient: 'vertical',
+                                            }}
+                                          >
+                                            {operation.description}
+                                          </Text>
+                                        ) : null}
+                                      </div>
                                     </div>
                                     <Tag size='small' color='grey'>
                                       {(operation.conditions || []).length}
@@ -2035,6 +2216,7 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                                   type='danger'
                                   theme='borderless'
                                   icon={<IconDelete />}
+                                  aria-label={t('删除规则')}
                                   onClick={() =>
                                     removeOperation(selectedOperation.id)
                                   }
@@ -2085,6 +2267,25 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                             >
                               {MODE_DESCRIPTIONS[mode] || ''}
                             </Text>
+                            <div className='mt-2'>
+                              <Text type='tertiary' size='small'>
+                                {t('规则描述（可选）')}
+                              </Text>
+                              <Input
+                                value={selectedOperation.description || ''}
+                                placeholder={t('例如：清理工具参数，避免上游校验错误')}
+                                onChange={(nextValue) =>
+                                  updateOperation(selectedOperation.id, {
+                                    description: nextValue || '',
+                                  })
+                                }
+                                maxLength={180}
+                                showClear
+                              />
+                              <Text type='tertiary' size='small' className='mt-1 block'>
+                                {`${String(selectedOperation.description || '').length}/180`}
+                              </Text>
+                            </div>
 
                             {meta.value ? (
                               mode === 'return_error' && returnErrorDraft ? (
@@ -2631,15 +2832,35 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                                       {t(getModeValueLabel(mode))}
                                     </Text>
                                     {mode === 'set_header' ? (
-                                      <Button
-                                        size='small'
-                                        type='tertiary'
-                                        onClick={formatSelectedOperationValueAsJson}
-                                      >
-                                        {t('格式化 JSON')}
-                                      </Button>
+                                      <Space spacing={6}>
+                                        <Button
+                                          size='small'
+                                          type='tertiary'
+                                          onClick={() =>
+                                            setHeaderValueExampleVisible(true)
+                                          }
+                                        >
+                                          {t('查看 JSON 示例')}
+                                        </Button>
+                                        <Button
+                                          size='small'
+                                          type='tertiary'
+                                          onClick={formatSelectedOperationValueAsJson}
+                                        >
+                                          {t('格式化 JSON')}
+                                        </Button>
+                                      </Space>
                                     ) : null}
                                   </div>
+                                  {mode === 'set_header' ? (
+                                    <Text
+                                      type='tertiary'
+                                      size='small'
+                                      className='mt-1 mb-2 block'
+                                    >
+                                      {t('纯字符串会直接覆盖整条请求头，或者点击“查看 JSON 示例”按 token 规则处理。')}
+                                    </Text>
+                                  ) : null}
                                   <TextArea
                                     value={selectedOperation.value_text}
                                     autosize={{ minRows: 1, maxRows: 4 }}
@@ -2650,11 +2871,6 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
                                       })
                                     }
                                   />
-                                  {getModeValueHelp(mode) ? (
-                                    <Text type='tertiary' size='small'>
-                                      {t(getModeValueHelp(mode))}
-                                    </Text>
-                                  ) : null}
                                 </div>
                               )
                             ) : null}
@@ -3110,6 +3326,27 @@ const ParamOverrideEditorModal = ({ visible, value, onSave, onCancel }) => {
       </Space>
       </Modal>
 
+      <Modal
+        title={t('anthropic-beta JSON 示例')}
+        visible={headerValueExampleVisible}
+        width={760}
+        footer={null}
+        onCancel={() => setHeaderValueExampleVisible(false)}
+        bodyStyle={{ padding: 16, paddingBottom: 24 }}
+      >
+        <Space vertical align='start' spacing={12} style={{ width: '100%' }}>
+          <Text type='tertiary' size='small'>
+            {t('下面是带注释的示例，仅用于参考；实际保存时请删除注释。')}
+          </Text>
+          <TextArea
+            value={HEADER_VALUE_JSONC_EXAMPLE}
+            readOnly
+            autosize={{ minRows: 16, maxRows: 20 }}
+            style={{ marginBottom: 8 }}
+          />
+        </Space>
+      </Modal>
+
       <Modal
         title={null}
         visible={fieldGuideVisible}

web/src/components/table/model-pricing/filter/PricingDisplaySettings.jsx

@@ -25,6 +25,7 @@ const PricingDisplaySettings = ({
   setShowWithRecharge,
   currency,
   setCurrency,
+  siteDisplayType,
   showRatio,
   setShowRatio,
   viewMode,
@@ -34,11 +35,17 @@ const PricingDisplaySettings = ({
   loading = false,
   t,
 }) => {
+  const supportsCurrencyDisplay = siteDisplayType !== 'TOKENS';
+
   const items = [
-    {
-      value: 'recharge',
-      label: t('充值价格显示'),
-    },
+    ...(supportsCurrencyDisplay
+      ? [
+          {
+            value: 'recharge',
+            label: t('充值价格显示'),
+          },
+        ]
+      : []),
     {
       value: 'ratio',
       label: t('显示倍率'),
@@ -78,7 +85,7 @@ const PricingDisplaySettings = ({
 
   const getActiveValues = () => {
     const activeValues = [];
-    if (showWithRecharge) activeValues.push('recharge');
+    if (supportsCurrencyDisplay && showWithRecharge) activeValues.push('recharge');
     if (showRatio) activeValues.push('ratio');
     if (viewMode === 'table') activeValues.push('tableView');
     if (tokenUnit === 'K') activeValues.push('tokenUnit');
@@ -98,7 +105,7 @@ const PricingDisplaySettings = ({
         t={t}
       />
 
-      {showWithRecharge && (
+      {supportsCurrencyDisplay && showWithRecharge && (
         <SelectableButtonGroup
           title={t('货币单位')}
           items={currencyItems}

web/src/components/table/model-pricing/filter/PricingEndpointTypes.jsx

@@ -76,7 +76,6 @@ const PricingEndpointTypes = ({
       value: 'all',
       label: t('全部端点'),
       tagCount: getEndpointTypeCount('all'),
-      disabled: models.length === 0,
     },
     ...availableEndpointTypes.map((endpointType) => {
       const count = getEndpointTypeCount(endpointType);
@@ -84,7 +83,6 @@ const PricingEndpointTypes = ({
         value: endpointType,
         label: getEndpointTypeLabel(endpointType),
         tagCount: count,
-        disabled: count === 0,
       };
     }),
   ];
@@ -96,6 +94,7 @@ const PricingEndpointTypes = ({
       activeValue={filterEndpointType}
       onChange={setFilterEndpointType}
       loading={loading}
+      variant='green'
       t={t}
     />
   );

web/src/components/table/model-pricing/filter/PricingGroups.jsx

@@ -52,20 +52,19 @@ const PricingGroups = ({
             .length;
     let ratioDisplay = '';
     if (g === 'all') {
-      ratioDisplay = t('全部');
+      // ratioDisplay = t('全部');
     } else {
       const ratio = groupRatio[g];
       if (ratio !== undefined && ratio !== null) {
-        ratioDisplay = `x${ratio}`;
+        ratioDisplay = `${ratio}x`;
       } else {
-        ratioDisplay = 'x1';
+        ratioDisplay = '1x';
       }
     }
     return {
       value: g,
       label: g === 'all' ? t('全部分组') : g,
       tagCount: ratioDisplay,
-      disabled: modelCount === 0,
     };
   });
 
@@ -76,6 +75,7 @@ const PricingGroups = ({
       activeValue={filterGroup}
       onChange={setFilterGroup}
       loading={loading}
+      variant='teal'
       t={t}
     />
   );

web/src/components/table/model-pricing/filter/PricingQuotaTypes.jsx

@@ -52,6 +52,7 @@ const PricingQuotaTypes = ({
       activeValue={filterQuotaType}
       onChange={setFilterQuotaType}
       loading={loading}
+      variant='amber'
       t={t}
     />
   );

web/src/components/table/model-pricing/filter/PricingTags.jsx

@@ -78,7 +78,6 @@ const PricingTags = ({
         value: 'all',
         label: t('全部标签'),
         tagCount: getTagCount('all'),
-        disabled: models.length === 0,
       },
     ];
 
@@ -88,7 +87,6 @@ const PricingTags = ({
         value: tag,
         label: tag,
         tagCount: count,
-        disabled: count === 0,
       });
     });
 
@@ -102,6 +100,7 @@ const PricingTags = ({
       activeValue={filterTag}
       onChange={setFilterTag}
       loading={loading}
+      variant='rose'
       t={t}
     />
   );

web/src/components/table/model-pricing/filter/PricingVendors.jsx

@@ -83,7 +83,6 @@ const PricingVendors = ({
         value: 'all',
         label: t('全部供应商'),
         tagCount: getVendorCount('all'),
-        disabled: models.length === 0,
       },
     ];
 
@@ -96,7 +95,6 @@ const PricingVendors = ({
         label: vendor,
         icon: icon ? getLobeHubIcon(icon, 16) : null,
         tagCount: count,
-        disabled: count === 0,
       });
     });
 
@@ -107,7 +105,6 @@ const PricingVendors = ({
         value: 'unknown',
         label: t('未知供应商'),
         tagCount: count,
-        disabled: count === 0,
       });
     }
 
@@ -121,6 +118,7 @@ const PricingVendors = ({
       activeValue={filterVendor}
       onChange={setFilterVendor}
       loading={loading}
+      variant='violet'
       t={t}
     />
   );

web/src/components/table/model-pricing/layout/PricingPage.jsx

@@ -70,6 +70,7 @@ const PricingPage = () => {
         groupRatio={pricingData.groupRatio}
         usableGroup={pricingData.usableGroup}
         currency={pricingData.currency}
+        siteDisplayType={pricingData.siteDisplayType}
         tokenUnit={pricingData.tokenUnit}
         displayPrice={pricingData.displayPrice}
         showRatio={allProps.showRatio}

web/src/components/table/model-pricing/layout/PricingSidebar.jsx

@@ -113,15 +113,6 @@ const PricingSidebar = ({
         t={t}
       />
 
-      <PricingTags
-        filterTag={filterTag}
-        setFilterTag={setFilterTag}
-        models={tagModels}
-        allModels={categoryProps.models}
-        loading={loading}
-        t={t}
-      />
-
       <PricingGroups
         filterGroup={filterGroup}
         setFilterGroup={handleGroupClick}
@@ -140,6 +131,15 @@ const PricingSidebar = ({
         t={t}
       />
 
+      <PricingTags
+        filterTag={filterTag}
+        setFilterTag={setFilterTag}
+        models={tagModels}
+        allModels={categoryProps.models}
+        loading={loading}
+        t={t}
+      />
+
       <PricingEndpointTypes
         filterEndpointType={filterEndpointType}
         setFilterEndpointType={setFilterEndpointType}

web/src/components/table/model-pricing/layout/header/PricingTopSection.jsx

@@ -40,6 +40,7 @@ const PricingTopSection = memo(
     setShowWithRecharge,
     currency,
     setCurrency,
+    siteDisplayType,
     showRatio,
     setShowRatio,
     viewMode,
@@ -68,6 +69,7 @@ const PricingTopSection = memo(
                 setShowWithRecharge={setShowWithRecharge}
                 currency={currency}
                 setCurrency={setCurrency}
+                siteDisplayType={siteDisplayType}
                 showRatio={showRatio}
                 setShowRatio={setShowRatio}
                 viewMode={viewMode}
@@ -103,6 +105,7 @@ const PricingTopSection = memo(
             setShowWithRecharge={setShowWithRecharge}
             currency={currency}
             setCurrency={setCurrency}
+            siteDisplayType={siteDisplayType}
             showRatio={showRatio}
             setShowRatio={setShowRatio}
             viewMode={viewMode}

web/src/components/table/model-pricing/layout/header/SearchActions.jsx

@@ -35,6 +35,7 @@ const SearchActions = memo(
     setShowWithRecharge,
     currency,
     setCurrency,
+    siteDisplayType,
     showRatio,
     setShowRatio,
     viewMode,
@@ -43,6 +44,8 @@ const SearchActions = memo(
     setTokenUnit,
     t,
   }) => {
+    const supportsCurrencyDisplay = siteDisplayType !== 'TOKENS';
+
     const handleCopyClick = useCallback(() => {
       if (copyText && selectedRowKeys.length > 0) {
         copyText(selectedRowKeys);
@@ -91,16 +94,18 @@ const SearchActions = memo(
             <Divider layout='vertical' margin='8px' />
 
             {/* 充值价格显示开关 */}
-            <div className='flex items-center gap-2'>
-              <span className='text-sm text-gray-600'>{t('充值价格显示')}</span>
-              <Switch
-                checked={showWithRecharge}
-                onChange={setShowWithRecharge}
-              />
-            </div>
+            {supportsCurrencyDisplay && (
+              <div className='flex items-center gap-2'>
+                <span className='text-sm text-gray-600'>{t('充值价格显示')}</span>
+                <Switch
+                  checked={showWithRecharge}
+                  onChange={setShowWithRecharge}
+                />
+              </div>
+            )}
 
             {/* 货币单位选择 */}
-            {showWithRecharge && (
+            {supportsCurrencyDisplay && showWithRecharge && (
               <Select
                 value={currency}
                 onChange={setCurrency}

web/src/components/table/model-pricing/modal/ModelDetailSideSheet.jsx

@@ -35,6 +35,7 @@ const ModelDetailSideSheet = ({
   modelData,
   groupRatio,
   currency,
+  siteDisplayType,
   tokenUnit,
   displayPrice,
   showRatio,
@@ -92,6 +93,7 @@ const ModelDetailSideSheet = ({
               modelData={modelData}
               groupRatio={groupRatio}
               currency={currency}
+              siteDisplayType={siteDisplayType}
               tokenUnit={tokenUnit}
               displayPrice={displayPrice}
               showRatio={showRatio}

web/src/components/table/model-pricing/modal/components/FilterModalContent.jsx

@@ -32,6 +32,7 @@ const FilterModalContent = ({ sidebarProps, t }) => {
     setShowWithRecharge,
     currency,
     setCurrency,
+    siteDisplayType,
     handleChange,
     setActiveKey,
     showRatio,
@@ -77,6 +78,7 @@ const FilterModalContent = ({ sidebarProps, t }) => {
         setShowWithRecharge={setShowWithRecharge}
         currency={currency}
         setCurrency={setCurrency}
+        siteDisplayType={siteDisplayType}
         showRatio={showRatio}
         setShowRatio={setShowRatio}
         viewMode={viewMode}
@@ -96,15 +98,6 @@ const FilterModalContent = ({ sidebarProps, t }) => {
         t={t}
       />
 
-      <PricingTags
-        filterTag={filterTag}
-        setFilterTag={setFilterTag}
-        models={tagModels}
-        allModels={categoryProps.models}
-        loading={loading}
-        t={t}
-      />
-
       <PricingGroups
         filterGroup={filterGroup}
         setFilterGroup={setFilterGroup}
@@ -123,6 +116,15 @@ const FilterModalContent = ({ sidebarProps, t }) => {
         t={t}
       />
 
+      <PricingTags
+        filterTag={filterTag}
+        setFilterTag={setFilterTag}
+        models={tagModels}
+        allModels={categoryProps.models}
+        loading={loading}
+        t={t}
+      />
+
       <PricingEndpointTypes
         filterEndpointType={filterEndpointType}
         setFilterEndpointType={setFilterEndpointType}

web/src/components/table/model-pricing/modal/components/ModelPricingTable.jsx

@@ -20,7 +20,7 @@ For commercial licensing, please contact support@quantumnous.com
 import React from 'react';
 import { Card, Avatar, Typography, Table, Tag } from '@douyinfe/semi-ui';
 import { IconCoinMoneyStroked } from '@douyinfe/semi-icons';
-import { calculateModelPrice } from '../../../../../helpers';
+import { calculateModelPrice, getModelPriceItems } from '../../../../../helpers';
 
 const { Text } = Typography;
 
@@ -28,6 +28,7 @@ const ModelPricingTable = ({
   modelData,
   groupRatio,
   currency,
+  siteDisplayType,
   tokenUnit,
   displayPrice,
   showRatio,
@@ -57,6 +58,7 @@ const ModelPricingTable = ({
             tokenUnit,
             displayPrice,
             currency,
+            quotaDisplayType: siteDisplayType,
           })
         : { inputPrice: '-', outputPrice: '-', price: '-' };
 
@@ -74,12 +76,7 @@ const ModelPricingTable = ({
             : modelData?.quota_type === 1
               ? t('按次计费')
               : '-',
-        inputPrice: modelData?.quota_type === 0 ? priceData.inputPrice : '-',
-        outputPrice:
-          modelData?.quota_type === 0
-            ? priceData.completionPrice || priceData.outputPrice
-            : '-',
-        fixedPrice: modelData?.quota_type === 1 ? priceData.price : '-',
+        priceItems: getModelPriceItems(priceData, t, siteDisplayType),
       };
     });
 
@@ -126,48 +123,22 @@ const ModelPricingTable = ({
       },
     });
 
-    // 根据计费类型添加价格列
-    if (modelData?.quota_type === 0) {
-      // 按量计费
-      columns.push(
-        {
-          title: t('提示'),
-          dataIndex: 'inputPrice',
-          render: (text) => (
-            <>
-              <div className='font-semibold text-orange-600'>{text}</div>
-              <div className='text-xs text-gray-500'>
-                / {tokenUnit === 'K' ? '1K' : '1M'} tokens
+    columns.push({
+      title: siteDisplayType === 'TOKENS' ? t('计费摘要') : t('价格摘要'),
+      dataIndex: 'priceItems',
+      render: (items) => (
+        <div className='space-y-1'>
+          {items.map((item) => (
+            <div key={item.key}>
+              <div className='font-semibold text-orange-600'>
+                {item.label} {item.value}
               </div>
-            </>
-          ),
-        },
-        {
-          title: t('补全'),
-          dataIndex: 'outputPrice',
-          render: (text) => (
-            <>
-              <div className='font-semibold text-orange-600'>{text}</div>
-              <div className='text-xs text-gray-500'>
-                / {tokenUnit === 'K' ? '1K' : '1M'} tokens
-              </div>
-            </>
-          ),
-        },
-      );
-    } else {
-      // 按次计费
-      columns.push({
-        title: t('价格'),
-        dataIndex: 'fixedPrice',
-        render: (text) => (
-          <>
-            <div className='font-semibold text-orange-600'>{text}</div>
-            <div className='text-xs text-gray-500'>/ 次</div>
-          </>
-        ),
-      });
-    }
+              <div className='text-xs text-gray-500'>{item.suffix}</div>
+            </div>
+          ))}
+        </div>
+      ),
+    });
 
     return (
       <Table

web/src/components/table/model-pricing/view/card/PricingCardView.jsx

@@ -67,6 +67,7 @@ const PricingCardView = ({
   setModalImageUrl,
   setIsModalOpenurl,
   currency,
+  siteDisplayType,
   tokenUnit,
   displayPrice,
   showRatio,
@@ -246,6 +247,7 @@ const PricingCardView = ({
             tokenUnit,
             displayPrice,
             currency,
+            quotaDisplayType: siteDisplayType,
           });
 
           return (
@@ -264,8 +266,8 @@ const PricingCardView = ({
                       <h3 className='text-lg font-bold text-gray-900 truncate'>
                         {model.model_name}
                       </h3>
-                      <div className='flex items-center gap-3 text-xs mt-1'>
-                        {formatPriceInfo(priceData, t)}
+                      <div className='flex flex-col gap-1 text-xs mt-1'>
+                        {formatPriceInfo(priceData, t, siteDisplayType)}
                       </div>
                     </div>
                   </div>

web/src/components/table/model-pricing/view/table/PricingTable.jsx

@@ -37,6 +37,7 @@ const PricingTable = ({
   setModalImageUrl,
   setIsModalOpenurl,
   currency,
+  siteDisplayType,
   tokenUnit,
   displayPrice,
   searchValue,
@@ -54,6 +55,7 @@ const PricingTable = ({
       setModalImageUrl,
       setIsModalOpenurl,
       currency,
+      siteDisplayType,
       tokenUnit,
       displayPrice,
       showRatio,
@@ -66,6 +68,7 @@ const PricingTable = ({
     setModalImageUrl,
     setIsModalOpenurl,
     currency,
+    siteDisplayType,
     tokenUnit,
     displayPrice,
     showRatio,

web/src/components/table/model-pricing/view/table/PricingTableColumns.jsx

@@ -24,6 +24,7 @@ import {
   renderModelTag,
   stringToColor,
   calculateModelPrice,
+  getModelPriceItems,
   getLobeHubIcon,
 } from '../../../../../helpers';
 import {
@@ -108,6 +109,7 @@ export const getPricingTableColumns = ({
   setModalImageUrl,
   setIsModalOpenurl,
   currency,
+  siteDisplayType,
   tokenUnit,
   displayPrice,
   showRatio,
@@ -125,6 +127,7 @@ export const getPricingTableColumns = ({
         tokenUnit,
         displayPrice,
         currency,
+        quotaDisplayType: siteDisplayType,
       });
       priceDataCache.set(record, cache);
     }
@@ -226,31 +229,23 @@ export const getPricingTableColumns = ({
   };
 
   const priceColumn = {
-    title: t('模型价格'),
+    title: siteDisplayType === 'TOKENS' ? t('计费摘要') : t('模型价格'),
     dataIndex: 'model_price',
     ...(isMobile ? {} : { fixed: 'right' }),
     render: (text, record, index) => {
       const priceData = getPriceData(record);
+      const priceItems = getModelPriceItems(priceData, t, siteDisplayType);
 
-      if (priceData.isPerToken) {
-        return (
-          <div className='space-y-1'>
-            <div className='text-gray-700'>
-              {t('输入')} {priceData.inputPrice} / 1{priceData.unitLabel} tokens
+      return (
+        <div className='space-y-1'>
+          {priceItems.map((item) => (
+            <div key={item.key} className='text-gray-700'>
+              {item.label} {item.value}
+              {item.suffix}
             </div>
-            <div className='text-gray-700'>
-              {t('输出')} {priceData.completionPrice} / 1{priceData.unitLabel}{' '}
-              tokens
-            </div>
-          </div>
-        );
-      } else {
-        return (
-          <div className='text-gray-700'>
-            {t('模型价格')}：{priceData.price}
-          </div>
-        );
-      }
+          ))}
+        </div>
+      );
     },
   };
 

web/src/components/table/tokens/TokensActions.jsx

@@ -29,7 +29,6 @@ const TokensActions = ({
   setShowEdit,
   batchCopyTokens,
   batchDeleteTokens,
-  copyText,
   t,
 }) => {
   // Modal states
@@ -99,8 +98,7 @@ const TokensActions = ({
       <CopyTokensModal
         visible={showCopyModal}
         onCancel={() => setShowCopyModal(false)}
-        selectedKeys={selectedKeys}
-        copyText={copyText}
+        batchCopyTokens={batchCopyTokens}
         t={t}
       />
 

web/src/components/table/tokens/TokensColumnDefs.jsx

@@ -108,17 +108,28 @@ const renderGroupColumn = (text, record, t) => {
 };
 
 // Render token key column with show/hide and copy functionality
-const renderTokenKey = (text, record, showKeys, setShowKeys, copyText) => {
-  const fullKey = 'sk-' + record.key;
-  const maskedKey =
-    'sk-' + record.key.slice(0, 4) + '**********' + record.key.slice(-4);
+const renderTokenKey = (
+  text,
+  record,
+  showKeys,
+  resolvedTokenKeys,
+  loadingTokenKeys,
+  toggleTokenVisibility,
+  copyTokenKey,
+) => {
   const revealed = !!showKeys[record.id];
+  const loading = !!loadingTokenKeys[record.id];
+  const keyValue =
+    revealed && resolvedTokenKeys[record.id]
+      ? resolvedTokenKeys[record.id]
+      : record.key || '';
+  const displayedKey = keyValue ? `sk-${keyValue}` : '';
 
   return (
     <div className='w-[200px]'>
       <Input
         readOnly
-        value={revealed ? fullKey : maskedKey}
+        value={displayedKey}
         size='small'
         suffix={
           <div className='flex items-center'>
@@ -127,10 +138,11 @@ const renderTokenKey = (text, record, showKeys, setShowKeys, copyText) => {
               size='small'
               type='tertiary'
               icon={revealed ? <IconEyeClosed /> : <IconEyeOpened />}
+              loading={loading}
               aria-label='toggle token visibility'
-              onClick={(e) => {
+              onClick={async (e) => {
                 e.stopPropagation();
-                setShowKeys((prev) => ({ ...prev, [record.id]: !revealed }));
+                await toggleTokenVisibility(record);
               }}
             />
             <Button
@@ -138,10 +150,11 @@ const renderTokenKey = (text, record, showKeys, setShowKeys, copyText) => {
               size='small'
               type='tertiary'
               icon={<IconCopy />}
+              loading={loading}
               aria-label='copy token key'
               onClick={async (e) => {
                 e.stopPropagation();
-                await copyText(fullKey);
+                await copyTokenKey(record);
               }}
             />
           </div>
@@ -427,8 +440,10 @@ const renderOperations = (
 export const getTokensColumns = ({
   t,
   showKeys,
-  setShowKeys,
-  copyText,
+  resolvedTokenKeys,
+  loadingTokenKeys,
+  toggleTokenVisibility,
+  copyTokenKey,
   manageToken,
   onOpenLink,
   setEditingToken,
@@ -461,7 +476,15 @@ export const getTokensColumns = ({
       title: t('密钥'),
       key: 'token_key',
       render: (text, record) =>
-        renderTokenKey(text, record, showKeys, setShowKeys, copyText),
+        renderTokenKey(
+          text,
+          record,
+          showKeys,
+          resolvedTokenKeys,
+          loadingTokenKeys,
+          toggleTokenVisibility,
+          copyTokenKey,
+        ),
     },
     {
       title: t('可用模型'),

web/src/components/table/tokens/TokensTable.jsx

@@ -39,8 +39,10 @@ const TokensTable = (tokensData) => {
     rowSelection,
     handleRow,
     showKeys,
-    setShowKeys,
-    copyText,
+    resolvedTokenKeys,
+    loadingTokenKeys,
+    toggleTokenVisibility,
+    copyTokenKey,
     manageToken,
     onOpenLink,
     setEditingToken,
@@ -54,8 +56,10 @@ const TokensTable = (tokensData) => {
     return getTokensColumns({
       t,
       showKeys,
-      setShowKeys,
-      copyText,
+      resolvedTokenKeys,
+      loadingTokenKeys,
+      toggleTokenVisibility,
+      copyTokenKey,
       manageToken,
       onOpenLink,
       setEditingToken,
@@ -65,8 +69,10 @@ const TokensTable = (tokensData) => {
   }, [
     t,
     showKeys,
-    setShowKeys,
-    copyText,
+    resolvedTokenKeys,
+    loadingTokenKeys,
+    toggleTokenVisibility,
+    copyTokenKey,
     manageToken,
     onOpenLink,
     setEditingToken,

web/src/components/table/tokens/index.jsx

@@ -58,6 +58,7 @@ function TokensPage() {
     t: (k) => k,
     selectedModel: '',
     prefillKey: '',
+    fetchTokenKey: async () => '',
   });
   const [modelOptions, setModelOptions] = useState([]);
   const [selectedModel, setSelectedModel] = useState('');
@@ -74,6 +75,7 @@ function TokensPage() {
       t: tokensData.t,
       selectedModel,
       prefillKey,
+      fetchTokenKey: tokensData.fetchTokenKey,
     };
   }, [
     tokensData.tokens,
@@ -81,6 +83,7 @@ function TokensPage() {
     tokensData.t,
     selectedModel,
     prefillKey,
+    tokensData.fetchTokenKey,
   ]);
 
   const loadModels = async () => {
@@ -198,13 +201,14 @@ function TokensPage() {
   openCCSwitchModalRef.current = openCCSwitchModal;
 
   // Prefill to Fluent handler
-  const handlePrefillToFluent = () => {
+  const handlePrefillToFluent = async () => {
     const {
       tokens,
       selectedKeys,
       t,
       selectedModel: chosenModel,
       prefillKey: overrideKey,
+      fetchTokenKey,
     } = latestRef.current;
     const container = document.getElementById('fluent-new-api-container');
     if (!container) {
@@ -241,7 +245,11 @@ function TokensPage() {
         Toast.warning(t('没有可用令牌用于填充'));
         return;
       }
-      apiKeyToUse = 'sk-' + token.key;
+      try {
+        apiKeyToUse = 'sk-' + (await fetchTokenKey(token));
+      } catch (_) {
+        return;
+      }
     }
 
     const payload = {
@@ -351,7 +359,6 @@ function TokensPage() {
     setShowEdit,
     batchCopyTokens,
     batchDeleteTokens,
-    copyText,
 
     // Filters state
     formInitValues,
@@ -401,7 +408,6 @@ function TokensPage() {
               setShowEdit={setShowEdit}
               batchCopyTokens={batchCopyTokens}
               batchDeleteTokens={batchDeleteTokens}
-              copyText={copyText}
               t={t}
             />
 

web/src/components/table/tokens/modals/CCSwitchModal.jsx

@@ -116,8 +116,7 @@ export default function CCSwitchModal({
       Toast.warning(t('请选择主模型'));
       return;
     }
-    const apiKey = 'sk-' + tokenKey;
-    const url = buildCCSwitchURL(app, name, models, apiKey);
+    const url = buildCCSwitchURL(app, name, models, 'sk-' + tokenKey);
     window.open(url, '_blank');
     onClose();
   };

web/src/components/table/tokens/modals/CopyTokensModal.jsx

@@ -20,24 +20,21 @@ For commercial licensing, please contact support@quantumnous.com
 import React from 'react';
 import { Modal, Button, Space } from '@douyinfe/semi-ui';
 
-const CopyTokensModal = ({ visible, onCancel, selectedKeys, copyText, t }) => {
+const CopyTokensModal = ({
+  visible,
+  onCancel,
+  batchCopyTokens,
+  t,
+}) => {
   // Handle copy with name and key format
   const handleCopyWithName = async () => {
-    let content = '';
-    for (let i = 0; i < selectedKeys.length; i++) {
-      content += selectedKeys[i].name + '    sk-' + selectedKeys[i].key + '\n';
-    }
-    await copyText(content);
+    await batchCopyTokens('name+key');
     onCancel();
   };
 
   // Handle copy with key only format
   const handleCopyKeyOnly = async () => {
-    let content = '';
-    for (let i = 0; i < selectedKeys.length; i++) {
-      content += 'sk-' + selectedKeys[i].key + '\n';
-    }
-    await copyText(content);
+    await batchCopyTokens('key-only');
     onCancel();
   };
 

web/src/components/table/usage-logs/UsageLogsColumnDefs.jsx

@@ -25,21 +25,14 @@ import {
   Tooltip,
   Popover,
   Typography,
-  Button
 } from '@douyinfe/semi-ui';
 import {
-  timestamp2string,
   renderGroup,
   renderQuota,
   stringToColor,
   getLogOther,
   renderModelTag,
-  renderClaudeLogContent,
-  renderLogContent,
   renderModelPriceSimple,
-  renderAudioModelPrice,
-  renderClaudeModelPrice,
-  renderModelPrice,
 } from '../../../helpers';
 import { IconHelpCircle } from '@douyinfe/semi-icons';
 import { Route, Sparkles } from 'lucide-react';
@@ -330,6 +323,142 @@ function getPromptCacheSummary(other) {
   };
 }
 
+function normalizeDetailText(detail) {
+  return String(detail || '')
+    .replace(/\n\r/g, '\n')
+    .replace(/\r\n/g, '\n');
+}
+
+function getUsageLogGroupSummary(groupRatio, userGroupRatio, t) {
+  const parsedUserGroupRatio = Number(userGroupRatio);
+  const useUserGroupRatio =
+    Number.isFinite(parsedUserGroupRatio) && parsedUserGroupRatio !== -1;
+  const ratio = useUserGroupRatio ? userGroupRatio : groupRatio;
+  if (ratio === undefined || ratio === null || ratio === '') {
+    return '';
+  }
+  return `${useUserGroupRatio ? t('专属倍率') : t('分组')} ${formatRatio(ratio)}x`;
+}
+
+function renderCompactDetailSummary(summarySegments) {
+  const segments = Array.isArray(summarySegments)
+    ? summarySegments.filter((segment) => segment?.text)
+    : [];
+  if (!segments.length) {
+    return null;
+  }
+
+  return (
+    <div
+      style={{
+        maxWidth: 180,
+        lineHeight: 1.35,
+      }}
+    >
+      {segments.map((segment, index) => (
+        <Typography.Text
+          key={`${segment.text}-${index}`}
+          type={segment.tone === 'secondary' ? 'tertiary' : undefined}
+          size={segment.tone === 'secondary' ? 'small' : undefined}
+          style={{
+            display: 'block',
+            maxWidth: '100%',
+            fontSize: 12,
+            marginTop: index === 0 ? 0 : 2,
+            whiteSpace: 'nowrap',
+            overflow: 'hidden',
+            textOverflow: 'ellipsis',
+          }}
+        >
+          {segment.text}
+        </Typography.Text>
+      ))}
+    </div>
+  );
+}
+
+function getUsageLogDetailSummary(record, text, billingDisplayMode, t) {
+  const other = getLogOther(record.other);
+
+  if (record.type === 6) {
+    return {
+      segments: [{ text: t('异步任务退款'), tone: 'primary' }],
+    };
+  }
+
+  if (other == null || record.type !== 2) {
+    return null;
+  }
+
+  if (
+    other?.violation_fee === true ||
+    Boolean(other?.violation_fee_code) ||
+    Boolean(other?.violation_fee_marker)
+  ) {
+    const feeQuota = other?.fee_quota ?? record?.quota;
+    const groupText = getUsageLogGroupSummary(
+      other?.group_ratio,
+      other?.user_group_ratio,
+      t,
+    );
+    return {
+      segments: [
+        groupText ? { text: groupText, tone: 'primary' } : null,
+        { text: t('违规扣费'), tone: 'primary' },
+        {
+          text: `${t('扣费')}：${renderQuota(feeQuota, 6)}`,
+          tone: 'secondary',
+        },
+        text ? { text: `${t('详情')}：${text}`, tone: 'secondary' } : null,
+      ].filter(Boolean),
+    };
+  }
+
+  return {
+    segments: other?.claude
+      ? renderModelPriceSimple(
+          other.model_ratio,
+          other.model_price,
+          other.group_ratio,
+          other?.user_group_ratio,
+          other.cache_tokens || 0,
+          other.cache_ratio || 1.0,
+          other.cache_creation_tokens || 0,
+          other.cache_creation_ratio || 1.0,
+          other.cache_creation_tokens_5m || 0,
+          other.cache_creation_ratio_5m || other.cache_creation_ratio || 1.0,
+          other.cache_creation_tokens_1h || 0,
+          other.cache_creation_ratio_1h || other.cache_creation_ratio || 1.0,
+          false,
+          1.0,
+          other?.is_system_prompt_overwritten,
+          'claude',
+          billingDisplayMode,
+          'segments',
+        )
+      : renderModelPriceSimple(
+          other.model_ratio,
+          other.model_price,
+          other.group_ratio,
+          other?.user_group_ratio,
+          other.cache_tokens || 0,
+          other.cache_ratio || 1.0,
+          0,
+          1.0,
+          0,
+          1.0,
+          0,
+          1.0,
+          false,
+          1.0,
+          other?.is_system_prompt_overwritten,
+          'openai',
+          billingDisplayMode,
+          'segments',
+        ),
+  };
+}
+
 export const getLogsColumns = ({
   t,
   COLUMN_KEYS,
@@ -337,6 +466,7 @@ export const getLogsColumns = ({
   showUserInfoFunc,
   openChannelAffinityUsageCacheModal,
   isAdminUser,
+  billingDisplayMode = 'price',
 }) => {
   return [
     {
@@ -374,7 +504,10 @@ export const getLogsColumns = ({
         }
 
         return isAdminUser &&
-          (record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6) ? (
+          (record.type === 0 ||
+            record.type === 2 ||
+            record.type === 5 ||
+            record.type === 6) ? (
           <Space>
             <span style={{ position: 'relative', display: 'inline-block' }}>
               <Tooltip content={record.channel_name || t('未知渠道')}>
@@ -465,7 +598,10 @@ export const getLogsColumns = ({
       title: t('令牌'),
       dataIndex: 'token_name',
       render: (text, record, index) => {
-        return record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6 ? (
+        return record.type === 0 ||
+          record.type === 2 ||
+          record.type === 5 ||
+          record.type === 6 ? (
           <div>
             <Tag
               color='grey'
@@ -488,7 +624,12 @@ export const getLogsColumns = ({
       title: t('分组'),
       dataIndex: 'group',
       render: (text, record, index) => {
-        if (record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6) {
+        if (
+          record.type === 0 ||
+          record.type === 2 ||
+          record.type === 5 ||
+          record.type === 6
+        ) {
           if (record.group) {
             return <>{renderGroup(record.group)}</>;
           } else {
@@ -528,7 +669,10 @@ export const getLogsColumns = ({
       title: t('模型'),
       dataIndex: 'model_name',
       render: (text, record, index) => {
-        return record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6 ? (
+        return record.type === 0 ||
+          record.type === 2 ||
+          record.type === 5 ||
+          record.type === 6 ? (
           <>{renderModelName(record, copyText, t)}</>
         ) : (
           <></>
@@ -595,7 +739,10 @@ export const getLogsColumns = ({
           cacheText = `${t('缓存写')} ${formatTokenCount(cacheSummary.cacheWriteTokens)}`;
         }
 
-        return record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6 ? (
+        return record.type === 0 ||
+          record.type === 2 ||
+          record.type === 5 ||
+          record.type === 6 ? (
           <div
             style={{
               display: 'inline-flex',
@@ -629,7 +776,10 @@ export const getLogsColumns = ({
       dataIndex: 'completion_tokens',
       render: (text, record, index) => {
         return parseInt(text) > 0 &&
-          (record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6) ? (
+          (record.type === 0 ||
+            record.type === 2 ||
+            record.type === 5 ||
+            record.type === 6) ? (
           <>{<span> {text} </span>}</>
         ) : (
           <></>
@@ -641,7 +791,14 @@ export const getLogsColumns = ({
       title: t('花费'),
       dataIndex: 'quota',
       render: (text, record, index) => {
-        if (!(record.type === 0 || record.type === 2 || record.type === 5 || record.type === 6)) {
+        if (
+          !(
+            record.type === 0 ||
+            record.type === 2 ||
+            record.type === 5 ||
+            record.type === 6
+          )
+        ) {
           return <></>;
         }
         const other = getLogOther(record.other);
@@ -708,9 +865,9 @@ export const getLogsColumns = ({
           }
           if (other.admin_info !== undefined) {
             if (
-                other.admin_info.use_channel !== null &&
-                other.admin_info.use_channel !== undefined &&
-                other.admin_info.use_channel !== ''
+              other.admin_info.use_channel !== null &&
+              other.admin_info.use_channel !== undefined &&
+              other.admin_info.use_channel !== ''
             ) {
               let useChannel = other.admin_info.use_channel;
               let useChannelStr = useChannel.join('->');
@@ -726,19 +883,16 @@ export const getLogsColumns = ({
       title: t('详情'),
       dataIndex: 'content',
       fixed: 'right',
+      width: 200,
       render: (text, record, index) => {
-        let other = getLogOther(record.other);
-        if (record.type === 6) {
-          return (
-            <Typography.Paragraph
-              ellipsis={{ rows: 2 }}
-              style={{ maxWidth: 240 }}
-            >
-              {t('异步任务退款')}
-            </Typography.Paragraph>
-          );
-        }
-        if (other == null || record.type !== 2) {
+        const detailSummary = getUsageLogDetailSummary(
+          record,
+          text,
+          billingDisplayMode,
+          t,
+        );
+
+        if (!detailSummary) {
           return (
             <Typography.Paragraph
               ellipsis={{
@@ -748,95 +902,14 @@ export const getLogsColumns = ({
                   opts: { style: { width: 240 } },
                 },
               }}
-              style={{ maxWidth: 240 }}
+              style={{ maxWidth: 200, marginBottom: 0 }}
             >
               {text}
             </Typography.Paragraph>
           );
         }
 
-        if (
-          other?.violation_fee === true ||
-          Boolean(other?.violation_fee_code) ||
-          Boolean(other?.violation_fee_marker)
-        ) {
-          const feeQuota = other?.fee_quota ?? record?.quota;
-          const ratioText = formatRatio(other?.group_ratio);
-          const summary = [
-            t('违规扣费'),
-            `${t('分组倍率')}：${ratioText}`,
-            `${t('扣费')}：${renderQuota(feeQuota, 6)}`,
-            text ? `${t('详情')}：${text}` : null,
-          ]
-            .filter(Boolean)
-            .join('\n');
-          return (
-            <Typography.Paragraph
-              ellipsis={{
-                rows: 2,
-                showTooltip: {
-                  type: 'popover',
-                  opts: { style: { width: 240 } },
-                },
-              }}
-              style={{ maxWidth: 240, whiteSpace: 'pre-line' }}
-            >
-              {summary}
-            </Typography.Paragraph>
-          );
-        }
-
-        let content = other?.claude
-          ? renderModelPriceSimple(
-              other.model_ratio,
-              other.model_price,
-              other.group_ratio,
-              other?.user_group_ratio,
-              other.cache_tokens || 0,
-              other.cache_ratio || 1.0,
-              other.cache_creation_tokens || 0,
-              other.cache_creation_ratio || 1.0,
-              other.cache_creation_tokens_5m || 0,
-              other.cache_creation_ratio_5m ||
-                other.cache_creation_ratio ||
-                1.0,
-              other.cache_creation_tokens_1h || 0,
-              other.cache_creation_ratio_1h ||
-                other.cache_creation_ratio ||
-                1.0,
-              false,
-              1.0,
-              other?.is_system_prompt_overwritten,
-              'claude',
-            )
-          : renderModelPriceSimple(
-              other.model_ratio,
-              other.model_price,
-              other.group_ratio,
-              other?.user_group_ratio,
-              other.cache_tokens || 0,
-              other.cache_ratio || 1.0,
-              0,
-              1.0,
-              0,
-              1.0,
-              0,
-              1.0,
-              false,
-              1.0,
-              other?.is_system_prompt_overwritten,
-              'openai',
-            );
-        return (
-            <Typography.Paragraph
-                ellipsis={{
-                  rows: 3,
-                }}
-                style={{ maxWidth: 240, whiteSpace: 'pre-line' }}
-            >
-              {content}
-            </Typography.Paragraph>
-        );
+        return renderCompactDetailSummary(detailSummary.segments);
       },
     },
   ];

web/src/components/table/usage-logs/UsageLogsTable.jsx

@@ -43,6 +43,7 @@ const LogsTable = (logsData) => {
     openChannelAffinityUsageCacheModal,
     hasExpandableRows,
     isAdminUser,
+    billingDisplayMode,
     t,
     COLUMN_KEYS,
   } = logsData;
@@ -56,6 +57,7 @@ const LogsTable = (logsData) => {
       showUserInfoFunc,
       openChannelAffinityUsageCacheModal,
       isAdminUser,
+      billingDisplayMode,
     });
   }, [
     t,
@@ -64,6 +66,7 @@ const LogsTable = (logsData) => {
     showUserInfoFunc,
     openChannelAffinityUsageCacheModal,
     isAdminUser,
+    billingDisplayMode,
   ]);
 
   // Filter columns based on visibility settings
@@ -99,7 +102,7 @@ const LogsTable = (logsData) => {
       loading={loading}
       scroll={compactMode ? undefined : { x: 'max-content' }}
       className='rounded-xl overflow-hidden'
-      size='middle'
+      size='small'
       empty={
         <Empty
           image={<IllustrationNoResult style={{ width: 150, height: 150 }} />}

web/src/components/table/usage-logs/components/ParamOverrideEntry.jsx

@@ -0,0 +1,54 @@
+/*
+Copyright (C) 2025 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+
+import React from 'react';
+import { Typography } from '@douyinfe/semi-ui';
+
+const { Text } = Typography;
+
+const ParamOverrideEntry = ({ count, onOpen, t }) => {
+  return (
+    <div
+      style={{
+        display: 'flex',
+        alignItems: 'center',
+        gap: 10,
+        flexWrap: 'wrap',
+      }}
+    >
+      <Text
+        type='tertiary'
+        size='small'
+        style={{ fontVariantNumeric: 'tabular-nums' }}
+      >
+        {t('{{count}} 项操作', { count })}
+      </Text>
+      <Text
+        link
+        size='small'
+        style={{ fontWeight: 600 }}
+        onClick={onOpen}
+      >
+        {t('查看详情')}
+      </Text>
+    </div>
+  );
+};
+
+export default React.memo(ParamOverrideEntry);

web/src/components/table/usage-logs/index.jsx

@@ -25,6 +25,7 @@ import LogsFilters from './UsageLogsFilters';
 import ColumnSelectorModal from './modals/ColumnSelectorModal';
 import UserInfoModal from './modals/UserInfoModal';
 import ChannelAffinityUsageCacheModal from './modals/ChannelAffinityUsageCacheModal';
+import ParamOverrideModal from './modals/ParamOverrideModal';
 import { useLogsData } from '../../../hooks/usage-logs/useUsageLogsData';
 import { useIsMobile } from '../../../hooks/common/useIsMobile';
 import { createCardProPagination } from '../../../helpers/utils';
@@ -39,6 +40,7 @@ const LogsPage = () => {
       <ColumnSelectorModal {...logsData} />
       <UserInfoModal {...logsData} />
       <ChannelAffinityUsageCacheModal {...logsData} />
+      <ParamOverrideModal {...logsData} />
 
       {/* Main Content */}
       <CardPro

web/src/components/table/usage-logs/modals/ColumnSelectorModal.jsx

@@ -18,7 +18,7 @@ For commercial licensing, please contact support@quantumnous.com
 */
 
 import React from 'react';
-import { Modal, Button, Checkbox } from '@douyinfe/semi-ui';
+import { Modal, Button, Checkbox, RadioGroup, Radio } from '@douyinfe/semi-ui';
 import { getLogsColumns } from '../UsageLogsColumnDefs';
 
 const ColumnSelectorModal = ({
@@ -28,12 +28,22 @@ const ColumnSelectorModal = ({
   handleColumnVisibilityChange,
   handleSelectAll,
   initDefaultColumns,
+  billingDisplayMode,
+  setBillingDisplayMode,
   COLUMN_KEYS,
   isAdminUser,
   copyText,
   showUserInfoFunc,
   t,
 }) => {
+  const handleBillingDisplayModeChange = (eventOrValue) => {
+    setBillingDisplayMode(eventOrValue?.target?.value ?? eventOrValue);
+  };
+
+  const isTokensDisplay =
+    typeof localStorage !== 'undefined' &&
+    localStorage.getItem('quota_display_type') === 'TOKENS';
+
   // Get all columns for display in selector
   const allColumns = getLogsColumns({
     t,
@@ -41,6 +51,7 @@ const ColumnSelectorModal = ({
     copyText,
     showUserInfoFunc,
     isAdminUser,
+    billingDisplayMode,
   });
 
   return (
@@ -61,6 +72,21 @@ const ColumnSelectorModal = ({
       }
     >
       <div style={{ marginBottom: 20 }}>
+        <div style={{ marginBottom: 16 }}>
+          <div style={{ marginBottom: 8, fontWeight: 600 }}>{t('计费显示模式')}</div>
+          <RadioGroup
+            type='button'
+            value={billingDisplayMode}
+            onChange={handleBillingDisplayModeChange}
+          >
+            <Radio value='price'>
+              {isTokensDisplay ? t('价格模式') : t('价格模式（默认）')}
+            </Radio>
+            <Radio value='ratio'>
+              {isTokensDisplay ? t('倍率模式（默认）') : t('倍率模式')}
+            </Radio>
+          </RadioGroup>
+        </div>
         <Checkbox
           checked={Object.values(visibleColumns).every((v) => v === true)}
           indeterminate={

web/src/components/table/usage-logs/modals/ParamOverrideModal.jsx

@@ -0,0 +1,272 @@
+/*
+Copyright (C) 2025 QuantumNous
+
+This program is free software: you can redistribute it and/or modify
+it under the terms of the GNU Affero General Public License as
+published by the Free Software Foundation, either version 3 of the
+License, or (at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+GNU Affero General Public License for more details.
+
+You should have received a copy of the GNU Affero General Public License
+along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+For commercial licensing, please contact support@quantumnous.com
+*/
+
+import React, { useMemo } from 'react';
+import {
+  Modal,
+  Button,
+  Empty,
+  Divider,
+  Typography,
+} from '@douyinfe/semi-ui';
+import { IconCopy } from '@douyinfe/semi-icons';
+import { copy, showError, showSuccess } from '../../../../helpers';
+
+const { Text } = Typography;
+
+const parseAuditLine = (line) => {
+  if (typeof line !== 'string') {
+    return null;
+  }
+  const firstSpaceIndex = line.indexOf(' ');
+  if (firstSpaceIndex <= 0) {
+    return { action: line, content: line };
+  }
+  return {
+    action: line.slice(0, firstSpaceIndex),
+    content: line.slice(firstSpaceIndex + 1),
+  };
+};
+
+const getActionLabel = (action, t) => {
+  switch ((action || '').toLowerCase()) {
+    case 'set':
+      return t('设置');
+    case 'delete':
+      return t('删除');
+    case 'copy':
+      return t('复制');
+    case 'move':
+      return t('移动');
+    case 'append':
+      return t('追加');
+    case 'prepend':
+      return t('前置');
+    case 'trim_prefix':
+      return t('去前缀');
+    case 'trim_suffix':
+      return t('去后缀');
+    case 'ensure_prefix':
+      return t('保前缀');
+    case 'ensure_suffix':
+      return t('保后缀');
+    case 'trim_space':
+      return t('去空格');
+    case 'to_lower':
+      return t('转小写');
+    case 'to_upper':
+      return t('转大写');
+    case 'replace':
+      return t('替换');
+    case 'regex_replace':
+      return t('正则替换');
+    case 'set_header':
+      return t('设请求头');
+    case 'delete_header':
+      return t('删请求头');
+    case 'copy_header':
+      return t('复制请求头');
+    case 'move_header':
+      return t('移动请求头');
+    case 'pass_headers':
+      return t('透传请求头');
+    case 'sync_fields':
+      return t('同步字段');
+    case 'return_error':
+      return t('返回错误');
+    default:
+      return action;
+  }
+};
+
+const ParamOverrideModal = ({
+  showParamOverrideModal,
+  setShowParamOverrideModal,
+  paramOverrideTarget,
+  t,
+}) => {
+  const lines = Array.isArray(paramOverrideTarget?.lines)
+    ? paramOverrideTarget.lines
+    : [];
+
+  const parsedLines = useMemo(() => {
+    return lines.map(parseAuditLine);
+  }, [lines]);
+
+  const copyAll = async () => {
+    const content = lines.join('\n');
+    if (!content) {
+      return;
+    }
+    if (await copy(content)) {
+      showSuccess(t('参数覆盖已复制'));
+      return;
+    }
+    showError(t('无法复制到剪贴板，请手动复制'));
+  };
+
+  return (
+    <Modal
+      title={t('参数覆盖详情')}
+      visible={showParamOverrideModal}
+      onCancel={() => setShowParamOverrideModal(false)}
+      footer={null}
+      centered
+      closable
+      maskClosable
+      width={640}
+    >
+      <div style={{ padding: '8px 20px 20px' }}>
+        <div
+          style={{
+            display: 'flex',
+            justifyContent: 'space-between',
+            alignItems: 'flex-start',
+            gap: 12,
+            marginBottom: 10,
+          }}
+        >
+          <div style={{ minWidth: 0 }}>
+            <div style={{ marginBottom: 4 }}>
+              <Text style={{ fontWeight: 600 }}>
+                {t('{{count}} 项操作', { count: lines.length })}
+              </Text>
+            </div>
+            <div
+              style={{
+                display: 'flex',
+                flexWrap: 'wrap',
+                gap: 8,
+                fontSize: 12,
+                color: 'var(--semi-color-text-2)',
+              }}
+            >
+              {paramOverrideTarget?.modelName ? (
+                <Text type='tertiary' size='small'>
+                  {paramOverrideTarget.modelName}
+                </Text>
+              ) : null}
+              {paramOverrideTarget?.requestId ? (
+                <Text type='tertiary' size='small'>
+                  {t('Request ID')}: {paramOverrideTarget.requestId}
+                </Text>
+              ) : null}
+              {paramOverrideTarget?.requestPath ? (
+                <Text type='tertiary' size='small'>
+                  {t('请求路径')}: {paramOverrideTarget.requestPath}
+                </Text>
+              ) : null}
+            </div>
+          </div>
+
+          <Button
+            icon={<IconCopy />}
+            theme='borderless'
+            type='tertiary'
+            size='small'
+            onClick={copyAll}
+            disabled={lines.length === 0}
+          >
+            {t('复制')}
+          </Button>
+        </div>
+
+        <Divider margin='12px' />
+
+        {lines.length === 0 ? (
+          <Empty
+            description={t('暂无参数覆盖记录')}
+            style={{ padding: '24px 0 8px' }}
+          />
+        ) : (
+          <div
+            style={{
+              display: 'flex',
+              flexDirection: 'column',
+              gap: 8,
+              maxHeight: '56vh',
+              overflowY: 'auto',
+              paddingRight: 2,
+            }}
+          >
+            {parsedLines.map((item, index) => {
+              if (!item) {
+                return null;
+              }
+
+              return (
+                <div
+                  key={`${item.action}-${index}`}
+                  style={{
+                    padding: '10px 12px',
+                    borderRadius: 10,
+                    border: '1px solid var(--semi-color-border)',
+                    background: 'var(--semi-color-fill-0)',
+                    display: 'flex',
+                    gap: 12,
+                    alignItems: 'flex-start',
+                  }}
+                >
+                  <div
+                    style={{
+                      flex: '0 0 auto',
+                      minWidth: 74,
+                    }}
+                  >
+                    <Text
+                      style={{
+                        display: 'inline-block',
+                        fontSize: 11,
+                        fontWeight: 700,
+                        lineHeight: '20px',
+                        padding: '0 8px',
+                        borderRadius: 999,
+                        background: 'rgba(var(--semi-blue-5), 0.12)',
+                        color: 'var(--semi-color-primary)',
+                      }}
+                    >
+                      {getActionLabel(item.action, t)}
+                    </Text>
+                  </div>
+                  <Text
+                    style={{
+                      flex: 1,
+                      minWidth: 0,
+                      fontFamily:
+                        'ui-monospace, SFMono-Regular, SF Mono, Menlo, Consolas, monospace',
+                      fontSize: 12,
+                      lineHeight: 1.6,
+                      whiteSpace: 'pre-wrap',
+                      wordBreak: 'break-word',
+                      color: 'var(--semi-color-text-0)',
+                    }}
+                  >
+                    {item.content}
+                  </Text>
+                </div>
+              );
+            })}
+          </div>
+        )}
+      </div>
+    </Modal>
+  );
+};
+
+export default ParamOverrideModal;

web/src/context/User/index.jsx

@@ -20,6 +20,7 @@ For commercial licensing, please contact support@quantumnous.com
 import React, { useEffect } from 'react';
 import { useTranslation } from 'react-i18next';
 import { reducer, initialState } from './reducer';
+import { normalizeLanguage } from '../../i18n/language';
 
 export const UserContext = React.createContext({
   state: initialState,
@@ -35,8 +36,12 @@ export const UserProvider = ({ children }) => {
     if (state.user?.setting) {
       try {
         const settings = JSON.parse(state.user.setting);
-        if (settings.language && settings.language !== i18n.language) {
-          i18n.changeLanguage(settings.language);
+        const normalizedLanguage = normalizeLanguage(settings.language);
+        if (normalizedLanguage && normalizedLanguage !== i18n.language) {
+          i18n.changeLanguage(normalizedLanguage);
+        }
+        if (normalizedLanguage) {
+          localStorage.setItem('i18nextLng', normalizedLanguage);
         }
       } catch (e) {
         // Ignore parse errors

web/src/helpers/token.js

@@ -20,8 +20,22 @@ For commercial licensing, please contact support@quantumnous.com
 import { API } from './api';
 
 /**
- * 获取可用的token keys
- * @returns {Promise<string[]>} 返回active状态的token key数组
+ * 按需获取单个令牌的真实 key
+ * @param {number|string} tokenId
+ * @returns {Promise<string>} 返回不带 sk- 前缀的真实 token key
+ */
+export async function fetchTokenKey(tokenId) {
+  const response = await API.post(`/api/token/${tokenId}/key`);
+  const { success, data, message } = response.data || {};
+  if (!success || !data?.key) {
+    throw new Error(message || 'Failed to fetch token key');
+  }
+  return data.key;
+}
+
+/**
+ * 获取可用的 token keys
+ * @returns {Promise<string[]>} 返回 active 状态的不带 sk- 前缀的真实 token key 数组
  */
 export async function fetchTokenKeys() {
   try {
@@ -31,7 +45,12 @@ export async function fetchTokenKeys() {
 
     const tokenItems = Array.isArray(data) ? data : data.items || [];
     const activeTokens = tokenItems.filter((token) => token.status === 1);
-    return activeTokens.map((token) => token.key);
+    const keyResults = await Promise.allSettled(
+      activeTokens.map((token) => fetchTokenKey(token.id)),
+    );
+    return keyResults
+      .filter((result) => result.status === 'fulfilled' && result.value)
+      .map((result) => result.value);
   } catch (error) {
     console.error('Error fetching token keys:', error);
     return [];

web/src/helpers/utils.jsx

@@ -615,6 +615,7 @@ export const calculateModelPrice = ({
   tokenUnit,
   displayPrice,
   currency,
+  quotaDisplayType = 'USD',
   precision = 4,
 }) => {
   // 1. 选择实际使用的分组
@@ -647,20 +648,34 @@ export const calculateModelPrice = ({
   // 2. 根据计费类型计算价格
   if (record.quota_type === 0) {
     // 按量计费
+    const isTokensDisplay = quotaDisplayType === 'TOKENS';
     const inputRatioPriceUSD = record.model_ratio * 2 * usedGroupRatio;
-    const completionRatioPriceUSD =
-      record.model_ratio * record.completion_ratio * 2 * usedGroupRatio;
-
     const unitDivisor = tokenUnit === 'K' ? 1000 : 1;
     const unitLabel = tokenUnit === 'K' ? 'K' : 'M';
+    const hasRatioValue = (value) =>
+      value !== undefined &&
+      value !== null &&
+      value !== '' &&
+      Number.isFinite(Number(value));
 
-    const rawDisplayInput = displayPrice(inputRatioPriceUSD);
-    const rawDisplayCompletion = displayPrice(completionRatioPriceUSD);
+    const formatRatio = (value) =>
+      hasRatioValue(value) ? Number(Number(value).toFixed(6)) : null;
 
-    const numInput =
-      parseFloat(rawDisplayInput.replace(/[^0-9.]/g, '')) / unitDivisor;
-    const numCompletion =
-      parseFloat(rawDisplayCompletion.replace(/[^0-9.]/g, '')) / unitDivisor;
+    if (isTokensDisplay) {
+      return {
+        inputRatio: formatRatio(record.model_ratio),
+        completionRatio: formatRatio(record.completion_ratio),
+        cacheRatio: formatRatio(record.cache_ratio),
+        createCacheRatio: formatRatio(record.create_cache_ratio),
+        imageRatio: formatRatio(record.image_ratio),
+        audioInputRatio: formatRatio(record.audio_ratio),
+        audioOutputRatio: formatRatio(record.audio_completion_ratio),
+        isPerToken: true,
+        isTokensDisplay: true,
+        usedGroup,
+        usedGroupRatio,
+      };
+    }
 
     let symbol = '$';
     if (currency === 'CNY') {
@@ -678,11 +693,45 @@ export const calculateModelPrice = ({
         symbol = '¤';
       }
     }
+
+    const formatTokenPrice = (priceUSD) => {
+      const rawDisplayPrice = displayPrice(priceUSD);
+      const numericPrice =
+        parseFloat(rawDisplayPrice.replace(/[^0-9.]/g, '')) / unitDivisor;
+      return `${symbol}${numericPrice.toFixed(precision)}`;
+    };
+
+    const inputPrice = formatTokenPrice(inputRatioPriceUSD);
+    const audioInputPrice = hasRatioValue(record.audio_ratio)
+      ? formatTokenPrice(inputRatioPriceUSD * Number(record.audio_ratio))
+      : null;
+
     return {
-      inputPrice: `${symbol}${numInput.toFixed(precision)}`,
-      completionPrice: `${symbol}${numCompletion.toFixed(precision)}`,
+      inputPrice,
+      completionPrice: formatTokenPrice(
+        inputRatioPriceUSD * Number(record.completion_ratio),
+      ),
+      cachePrice: hasRatioValue(record.cache_ratio)
+        ? formatTokenPrice(inputRatioPriceUSD * Number(record.cache_ratio))
+        : null,
+      createCachePrice: hasRatioValue(record.create_cache_ratio)
+        ? formatTokenPrice(inputRatioPriceUSD * Number(record.create_cache_ratio))
+        : null,
+      imagePrice: hasRatioValue(record.image_ratio)
+        ? formatTokenPrice(inputRatioPriceUSD * Number(record.image_ratio))
+        : null,
+      audioInputPrice,
+      audioOutputPrice:
+        audioInputPrice && hasRatioValue(record.audio_completion_ratio)
+          ? formatTokenPrice(
+              inputRatioPriceUSD *
+                Number(record.audio_ratio) *
+                Number(record.audio_completion_ratio),
+            )
+          : null,
       unitLabel,
       isPerToken: true,
+      isTokensDisplay: false,
       usedGroup,
       usedGroupRatio,
     };
@@ -696,6 +745,7 @@ export const calculateModelPrice = ({
     return {
       price: displayVal,
       isPerToken: false,
+      isTokensDisplay: false,
       usedGroup,
       usedGroupRatio,
     };
@@ -705,31 +755,136 @@ export const calculateModelPrice = ({
   return {
     price: '-',
     isPerToken: false,
+    isTokensDisplay: false,
     usedGroup,
     usedGroupRatio,
   };
 };
 
-// 格式化价格信息（用于卡片视图）
-export const formatPriceInfo = (priceData, t) => {
+export const getModelPriceItems = (
+  priceData,
+  t,
+  quotaDisplayType = 'USD',
+) => {
   if (priceData.isPerToken) {
-    return (
-      <>
-        <span style={{ color: 'var(--semi-color-text-1)' }}>
-          {t('输入')} {priceData.inputPrice}/{priceData.unitLabel}
-        </span>
-        <span style={{ color: 'var(--semi-color-text-1)' }}>
-          {t('输出')} {priceData.completionPrice}/{priceData.unitLabel}
-        </span>
-      </>
-    );
+    if (quotaDisplayType === 'TOKENS' || priceData.isTokensDisplay) {
+      return [
+        {
+          key: 'input-ratio',
+          label: t('输入倍率'),
+          value: priceData.inputRatio,
+          suffix: 'x',
+        },
+        {
+          key: 'completion-ratio',
+          label: t('补全倍率'),
+          value: priceData.completionRatio,
+          suffix: 'x',
+        },
+        {
+          key: 'cache-ratio',
+          label: t('缓存读取倍率'),
+          value: priceData.cacheRatio,
+          suffix: 'x',
+        },
+        {
+          key: 'create-cache-ratio',
+          label: t('缓存创建倍率'),
+          value: priceData.createCacheRatio,
+          suffix: 'x',
+        },
+        {
+          key: 'image-ratio',
+          label: t('图片输入倍率'),
+          value: priceData.imageRatio,
+          suffix: 'x',
+        },
+        {
+          key: 'audio-input-ratio',
+          label: t('音频输入倍率'),
+          value: priceData.audioInputRatio,
+          suffix: 'x',
+        },
+        {
+          key: 'audio-output-ratio',
+          label: t('音频补全倍率'),
+          value: priceData.audioOutputRatio,
+          suffix: 'x',
+        },
+      ].filter(
+        (item) =>
+          item.value !== null && item.value !== undefined && item.value !== '',
+      );
+    }
+
+    const unitSuffix = ` / 1${priceData.unitLabel} Tokens`;
+    return [
+      {
+        key: 'input',
+        label: t('输入价格'),
+        value: priceData.inputPrice,
+        suffix: unitSuffix,
+      },
+      {
+        key: 'completion',
+        label: t('补全价格'),
+        value: priceData.completionPrice,
+        suffix: unitSuffix,
+      },
+      {
+        key: 'cache',
+        label: t('缓存读取价格'),
+        value: priceData.cachePrice,
+        suffix: unitSuffix,
+      },
+      {
+        key: 'create-cache',
+        label: t('缓存创建价格'),
+        value: priceData.createCachePrice,
+        suffix: unitSuffix,
+      },
+      {
+        key: 'image',
+        label: t('图片输入价格'),
+        value: priceData.imagePrice,
+        suffix: unitSuffix,
+      },
+      {
+        key: 'audio-input',
+        label: t('音频输入价格'),
+        value: priceData.audioInputPrice,
+        suffix: unitSuffix,
+      },
+      {
+        key: 'audio-output',
+        label: t('音频补全价格'),
+        value: priceData.audioOutputPrice,
+        suffix: unitSuffix,
+      },
+    ].filter((item) => item.value !== null && item.value !== undefined && item.value !== '');
   }
 
+  return [
+    {
+      key: 'fixed',
+      label: t('模型价格'),
+      value: priceData.price,
+      suffix: ` / ${t('次')}`,
+    },
+  ].filter((item) => item.value !== null && item.value !== undefined && item.value !== '');
+};
+
+// 格式化价格信息（用于卡片视图）
+export const formatPriceInfo = (priceData, t, quotaDisplayType = 'USD') => {
+  const items = getModelPriceItems(priceData, t, quotaDisplayType);
   return (
     <>
-      <span style={{ color: 'var(--semi-color-text-1)' }}>
-        {t('模型价格')} {priceData.price}
-      </span>
+      {items.map((item) => (
+        <span key={item.key} style={{ color: 'var(--semi-color-text-1)' }}>
+          {item.label} {item.value}
+          {item.suffix}
+        </span>
+      ))}
     </>
   );
 };

web/src/hooks/channels/useChannelUpstreamUpdates.jsx

@@ -21,6 +21,23 @@ import { useRef, useState } from 'react';
 import { API, showError, showInfo, showSuccess } from '../../helpers';
 import { normalizeModelList } from './upstreamUpdateUtils';
 
+const getManualIgnoredModelCountFromSettings = (settings) => {
+  let parsed = null;
+  if (settings && typeof settings === 'object') {
+    parsed = settings;
+  } else if (typeof settings === 'string') {
+    try {
+      parsed = JSON.parse(settings);
+    } catch (error) {
+      parsed = null;
+    }
+  }
+  if (!parsed || typeof parsed !== 'object') {
+    return 0;
+  }
+  return normalizeModelList(parsed.upstream_model_update_ignored_models).length;
+};
+
 export const useChannelUpstreamUpdates = ({ t, refresh }) => {
   const [showUpstreamUpdateModal, setShowUpstreamUpdateModal] = useState(false);
   const [upstreamUpdateChannel, setUpstreamUpdateChannel] = useState(null);
@@ -114,14 +131,18 @@ export const useChannelUpstreamUpdates = ({ t, refresh }) => {
 
       const addedCount = data?.added_models?.length || 0;
       const removedCount = data?.removed_models?.length || 0;
-      const ignoredCount = data?.ignored_models?.length || 0;
+      const totalIgnoredCount = getManualIgnoredModelCountFromSettings(
+        data?.settings,
+      );
+      const ignoredCount = normalizeModelList(ignoreModels).length;
       showSuccess(
         t(
-          '已处理上游模型更新：加入 {{added}} 个，删除 {{removed}} 个，忽略 {{ignored}} 个',
+          '已处理上游模型更新：加入 {{added}} 个，删除 {{removed}} 个，本次忽略 {{ignored}} 个，当前已忽略模型 {{totalIgnored}} 个',
           {
             added: addedCount,
             removed: removedCount,
             ignored: ignoredCount,
+            totalIgnored: totalIgnoredCount,
           },
         ),
       );

web/src/hooks/common/useHeaderBar.js

@@ -24,6 +24,7 @@ import { UserContext } from '../../context/User';
 import { StatusContext } from '../../context/Status';
 import { useSetTheme, useTheme, useActualTheme } from '../../context/Theme';
 import { getLogo, getSystemName, API, showSuccess } from '../../helpers';
+import { normalizeLanguage } from '../../i18n/language';
 import { useIsMobile } from './useIsMobile';
 import { useSidebarCollapsed } from './useSidebarCollapsed';
 import { useMinimumLoadingTime } from './useMinimumLoadingTime';
@@ -36,7 +37,7 @@ export const useHeaderBar = ({ onMobileMenuToggle, drawerOpen }) => {
   const [collapsed, toggleCollapsed] = useSidebarCollapsed();
   const [logoLoaded, setLogoLoaded] = useState(false);
   const navigate = useNavigate();
-  const [currentLang, setCurrentLang] = useState(i18n.language);
+  const [currentLang, setCurrentLang] = useState(normalizeLanguage(i18n.language));
   const location = useLocation();
 
   const loading = statusState?.status === undefined;
@@ -118,12 +119,13 @@ export const useHeaderBar = ({ onMobileMenuToggle, drawerOpen }) => {
   // Language change effect
   useEffect(() => {
     const handleLanguageChanged = (lng) => {
-      setCurrentLang(lng);
+      const normalizedLang = normalizeLanguage(lng);
+      setCurrentLang(normalizedLang);
       try {
         const iframe = document.querySelector('iframe');
         const cw = iframe && iframe.contentWindow;
         if (cw) {
-          cw.postMessage({ lang: lng }, '*');
+          cw.postMessage({ lang: normalizedLang }, '*');
         }
       } catch (e) {
         // Silently ignore cross-origin or access errors
@@ -148,7 +150,9 @@ export const useHeaderBar = ({ onMobileMenuToggle, drawerOpen }) => {
   const handleLanguageChange = useCallback(
     async (lang) => {
       // Change language immediately for responsive UX
+      const previousLang = normalizeLanguage(i18n.language);
       i18n.changeLanguage(lang);
+      localStorage.setItem('i18nextLng', lang);
 
       // If user is logged in, save preference to backend
       if (userState?.user?.id) {
@@ -157,25 +161,34 @@ export const useHeaderBar = ({ onMobileMenuToggle, drawerOpen }) => {
             language: lang,
           });
           if (res.data.success) {
-            // Update user context with new setting
+            // Keep user preference and local cache in sync so route changes
+            // don't reapply an older remembered language.
+            let settings = {};
             if (userState?.user?.setting) {
               try {
-                const settings = JSON.parse(userState.user.setting);
-                settings.language = lang;
-                userDispatch({
-                  type: 'login',
-                  payload: {
-                    ...userState.user,
-                    setting: JSON.stringify(settings),
-                  },
-                });
+                settings = JSON.parse(userState.user.setting) || {};
               } catch (e) {
-                // Ignore parse errors
+                settings = {};
               }
             }
+
+            settings.language = lang;
+            const nextUser = {
+              ...userState.user,
+              setting: JSON.stringify(settings),
+            };
+
+            userDispatch({
+              type: 'login',
+              payload: nextUser,
+            });
+            localStorage.setItem('user', JSON.stringify(nextUser));
           }
         } catch (error) {
-          // Silently ignore errors - language was already changed locally
+          if (previousLang) {
+            i18n.changeLanguage(previousLang);
+            localStorage.setItem('i18nextLng', previousLang);
+          }
           console.error('Failed to save language preference:', error);
         }
       }

web/src/hooks/model-pricing/useModelPricingData.jsx

@@ -73,7 +73,7 @@ export const useModelPricingData = () => {
     [statusState],
   );
 
-  // 默认货币与站点展示类型同步（USD/CNY），TOKENS 时仍允许切换视图内货币
+  // 默认货币与站点展示类型同步；TOKENS 由视图层走倍率展示
   const siteDisplayType = useMemo(
     () => statusState?.status?.quota_display_type || 'USD',
     [statusState],
@@ -88,6 +88,13 @@ export const useModelPricingData = () => {
     }
   }, [siteDisplayType]);
 
+  useEffect(() => {
+    if (siteDisplayType === 'TOKENS') {
+      setShowWithRecharge(false);
+      setCurrency('USD');
+    }
+  }, [siteDisplayType]);
+
   const filteredModels = useMemo(() => {
     let result = models;
 
@@ -356,6 +363,7 @@ export const useModelPricingData = () => {
     setCurrentPage,
     currency,
     setCurrency,
+    siteDisplayType,
     showWithRecharge,
     setShowWithRecharge,
     tokenUnit,

web/src/hooks/tokens/useTokensData.jsx

@@ -17,7 +17,7 @@ along with this program. If not, see <https://www.gnu.org/licenses/>.
 For commercial licensing, please contact support@quantumnous.com
 */
 
-import { useState, useEffect } from 'react';
+import { useState, useEffect, useRef } from 'react';
 import { useTranslation } from 'react-i18next';
 import { Modal } from '@douyinfe/semi-ui';
 import {
@@ -29,6 +29,7 @@ import {
 } from '../../helpers';
 import { ITEMS_PER_PAGE } from '../../constants';
 import { useTableCompactMode } from '../common/useTableCompactMode';
+import { fetchTokenKey as fetchTokenKeyById } from '../../helpers/token';
 
 export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
   const { t } = useTranslation();
@@ -54,6 +55,9 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
   // UI state
   const [compactMode, setCompactMode] = useTableCompactMode('tokens');
   const [showKeys, setShowKeys] = useState({});
+  const [resolvedTokenKeys, setResolvedTokenKeys] = useState({});
+  const [loadingTokenKeys, setLoadingTokenKeys] = useState({});
+  const keyRequestsRef = useRef({});
 
   // Form state
   const [formApi, setFormApi] = useState(null);
@@ -87,6 +91,7 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
     setTokenCount(payload.total || 0);
     setActivePage(payload.page || 1);
     setPageSize(payload.page_size || pageSize);
+    setShowKeys({});
   };
 
   // Load tokens function
@@ -122,14 +127,86 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
     }
   };
 
+  const fetchTokenKey = async (tokenOrId, options = {}) => {
+    const { suppressError = false } = options;
+    const tokenId =
+      typeof tokenOrId === 'object' ? tokenOrId?.id : Number(tokenOrId);
+
+    if (!tokenId) {
+      const error = new Error(t('令牌不存在'));
+      if (!suppressError) {
+        showError(error.message);
+      }
+      throw error;
+    }
+
+    if (resolvedTokenKeys[tokenId]) {
+      return resolvedTokenKeys[tokenId];
+    }
+
+    if (keyRequestsRef.current[tokenId]) {
+      return keyRequestsRef.current[tokenId];
+    }
+
+    const request = (async () => {
+      setLoadingTokenKeys((prev) => ({ ...prev, [tokenId]: true }));
+      try {
+        const fullKey = await fetchTokenKeyById(tokenId);
+        setResolvedTokenKeys((prev) => ({ ...prev, [tokenId]: fullKey }));
+        return fullKey;
+      } catch (error) {
+        const normalizedError = new Error(
+          error?.message || t('获取令牌密钥失败'),
+        );
+        if (!suppressError) {
+          showError(normalizedError.message);
+        }
+        throw normalizedError;
+      } finally {
+        delete keyRequestsRef.current[tokenId];
+        setLoadingTokenKeys((prev) => {
+          const next = { ...prev };
+          delete next[tokenId];
+          return next;
+        });
+      }
+    })();
+
+    keyRequestsRef.current[tokenId] = request;
+    return request;
+  };
+
+  const toggleTokenVisibility = async (record) => {
+    const tokenId = record?.id;
+    if (!tokenId) {
+      return;
+    }
+
+    if (showKeys[tokenId]) {
+      setShowKeys((prev) => ({ ...prev, [tokenId]: false }));
+      return;
+    }
+
+    const fullKey = await fetchTokenKey(record);
+    if (fullKey) {
+      setShowKeys((prev) => ({ ...prev, [tokenId]: true }));
+    }
+  };
+
+  const copyTokenKey = async (record) => {
+    const fullKey = await fetchTokenKey(record);
+    await copyText(`sk-${fullKey}`);
+  };
+
   // Open link function for chat integrations
   const onOpenLink = async (type, url, record) => {
+    const fullKey = await fetchTokenKey(record);
     if (url && url.startsWith('ccswitch')) {
-      openCCSwitchModal(record.key);
+      openCCSwitchModal(fullKey);
       return;
     }
     if (url && url.startsWith('fluent')) {
-      openFluentNotification(record.key);
+      openFluentNotification(fullKey);
       return;
     }
     let status = localStorage.getItem('status');
@@ -145,7 +222,7 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
       let cherryConfig = {
         id: 'new-api',
         baseUrl: serverAddress,
-        apiKey: 'sk-' + record.key,
+        apiKey: `sk-${fullKey}`,
       };
       let encodedConfig = encodeURIComponent(
         encodeToBase64(JSON.stringify(cherryConfig)),
@@ -155,7 +232,7 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
       let aionuiConfig = {
         platform: 'new-api',
         baseUrl: serverAddress,
-        apiKey: 'sk-' + record.key,
+        apiKey: `sk-${fullKey}`,
       };
       let encodedConfig = encodeURIComponent(
         encodeToBase64(JSON.stringify(aionuiConfig)),
@@ -164,7 +241,7 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
     } else {
       let encodedServerAddress = encodeURIComponent(serverAddress);
       url = url.replaceAll('{address}', encodedServerAddress);
-      url = url.replaceAll('{key}', 'sk-' + record.key);
+      url = url.replaceAll('{key}', `sk-${fullKey}`);
     }
 
     window.open(url, '_blank');
@@ -314,48 +391,28 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
   };
 
   // Batch copy tokens
-  const batchCopyTokens = (copyType) => {
+  const batchCopyTokens = async (copyType) => {
     if (selectedKeys.length === 0) {
       showError(t('请至少选择一个令牌！'));
       return;
     }
-
-    Modal.info({
-      title: t('复制令牌'),
-      icon: null,
-      content: t('请选择你的复制方式'),
-      footer: (
-        <div className='flex gap-2'>
-          <button
-            className='px-3 py-1 bg-gray-200 rounded'
-            onClick={async () => {
-              let content = '';
-              for (let i = 0; i < selectedKeys.length; i++) {
-                content +=
-                  selectedKeys[i].name + '    sk-' + selectedKeys[i].key + '\n';
-              }
-              await copyText(content);
-              Modal.destroyAll();
-            }}
-          >
-            {t('名称+密钥')}
-          </button>
-          <button
-            className='px-3 py-1 bg-blue-500 text-white rounded'
-            onClick={async () => {
-              let content = '';
-              for (let i = 0; i < selectedKeys.length; i++) {
-                content += 'sk-' + selectedKeys[i].key + '\n';
-              }
-              await copyText(content);
-              Modal.destroyAll();
-            }}
-          >
-            {t('仅密钥')}
-          </button>
-        </div>
-      ),
-    });
+    try {
+      const keys = await Promise.all(
+        selectedKeys.map((token) => fetchTokenKey(token, { suppressError: true })),
+      );
+      let content = '';
+      for (let i = 0; i < selectedKeys.length; i++) {
+        const fullKey = keys[i];
+        if (copyType === 'name+key') {
+          content += `${selectedKeys[i].name}    sk-${fullKey}\n`;
+        } else {
+          content += `sk-${fullKey}\n`;
+        }
+      }
+      await copyText(content);
+    } catch (error) {
+      showError(error?.message || t('复制令牌失败'));
+    }
   };
 
   // Initialize data
@@ -392,6 +449,8 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
     setCompactMode,
     showKeys,
     setShowKeys,
+    resolvedTokenKeys,
+    loadingTokenKeys,
 
     // Form state
     formApi,
@@ -403,6 +462,9 @@ export const useTokensData = (openFluentNotification, openCCSwitchModal) => {
     loadTokens,
     refresh,
     copyText,
+    fetchTokenKey,
+    toggleTokenVisibility,
+    copyTokenKey,
     onOpenLink,
     manageToken,
     searchTokens,

web/src/hooks/usage-logs/useUsageLogsData.jsx

@@ -39,6 +39,7 @@ import {
 } from '../../helpers';
 import { ITEMS_PER_PAGE } from '../../constants';
 import { useTableCompactMode } from '../common/useTableCompactMode';
+import ParamOverrideEntry from '../../components/table/usage-logs/components/ParamOverrideEntry';
 
 export const useLogsData = () => {
   const { t } = useTranslation();
@@ -78,6 +79,9 @@ export const useLogsData = () => {
   const STORAGE_KEY = isAdminUser
     ? 'logs-table-columns-admin'
     : 'logs-table-columns-user';
+  const BILLING_DISPLAY_MODE_STORAGE_KEY = isAdminUser
+    ? 'logs-billing-display-mode-admin'
+    : 'logs-billing-display-mode-user';
 
   // Statistics state
   const [stat, setStat] = useState({
@@ -102,50 +106,6 @@ export const useLogsData = () => {
     logType: '0',
   };
 
-  // Column visibility state
-  const [visibleColumns, setVisibleColumns] = useState({});
-  const [showColumnSelector, setShowColumnSelector] = useState(false);
-
-  // Compact mode
-  const [compactMode, setCompactMode] = useTableCompactMode('logs');
-
-  // User info modal state
-  const [showUserInfo, setShowUserInfoModal] = useState(false);
-  const [userInfoData, setUserInfoData] = useState(null);
-
-  // Channel affinity usage cache stats modal state (admin only)
-  const [
-    showChannelAffinityUsageCacheModal,
-    setShowChannelAffinityUsageCacheModal,
-  ] = useState(false);
-  const [channelAffinityUsageCacheTarget, setChannelAffinityUsageCacheTarget] =
-    useState(null);
-
-  // Load saved column preferences from localStorage
-  useEffect(() => {
-    const savedColumns = localStorage.getItem(STORAGE_KEY);
-    if (savedColumns) {
-      try {
-        const parsed = JSON.parse(savedColumns);
-        const defaults = getDefaultColumnVisibility();
-        const merged = { ...defaults, ...parsed };
-
-        // For non-admin users, force-hide admin-only columns (does not touch admin settings)
-        if (!isAdminUser) {
-          merged[COLUMN_KEYS.CHANNEL] = false;
-          merged[COLUMN_KEYS.USERNAME] = false;
-          merged[COLUMN_KEYS.RETRY] = false;
-        }
-        setVisibleColumns(merged);
-      } catch (e) {
-        console.error('Failed to parse saved column preferences', e);
-        initDefaultColumns();
-      }
-    } else {
-      initDefaultColumns();
-    }
-  }, []);
-
   // Get default column visibility based on user role
   const getDefaultColumnVisibility = () => {
     return {
@@ -166,6 +126,65 @@ export const useLogsData = () => {
     };
   };
 
+  const getInitialVisibleColumns = () => {
+    const defaults = getDefaultColumnVisibility();
+    const savedColumns = localStorage.getItem(STORAGE_KEY);
+
+    if (!savedColumns) {
+      return defaults;
+    }
+
+    try {
+      const parsed = JSON.parse(savedColumns);
+      const merged = { ...defaults, ...parsed };
+
+      if (!isAdminUser) {
+        merged[COLUMN_KEYS.CHANNEL] = false;
+        merged[COLUMN_KEYS.USERNAME] = false;
+        merged[COLUMN_KEYS.RETRY] = false;
+      }
+
+      return merged;
+    } catch (e) {
+      console.error('Failed to parse saved column preferences', e);
+      return defaults;
+    }
+  };
+
+  const getInitialBillingDisplayMode = () => {
+    const savedMode = localStorage.getItem(BILLING_DISPLAY_MODE_STORAGE_KEY);
+    if (savedMode === 'price' || savedMode === 'ratio') {
+      return savedMode;
+    }
+    return localStorage.getItem('quota_display_type') === 'TOKENS'
+      ? 'ratio'
+      : 'price';
+  };
+
+  // Column visibility state
+  const [visibleColumns, setVisibleColumns] = useState(getInitialVisibleColumns);
+  const [showColumnSelector, setShowColumnSelector] = useState(false);
+  const [billingDisplayMode, setBillingDisplayMode] = useState(
+    getInitialBillingDisplayMode,
+  );
+
+  // Compact mode
+  const [compactMode, setCompactMode] = useTableCompactMode('logs');
+
+  // User info modal state
+  const [showUserInfo, setShowUserInfoModal] = useState(false);
+  const [userInfoData, setUserInfoData] = useState(null);
+
+  // Channel affinity usage cache stats modal state (admin only)
+  const [
+    showChannelAffinityUsageCacheModal,
+    setShowChannelAffinityUsageCacheModal,
+  ] = useState(false);
+  const [channelAffinityUsageCacheTarget, setChannelAffinityUsageCacheTarget] =
+    useState(null);
+  const [showParamOverrideModal, setShowParamOverrideModal] = useState(false);
+  const [paramOverrideTarget, setParamOverrideTarget] = useState(null);
+
   // Initialize default column visibility
   const initDefaultColumns = () => {
     const defaults = getDefaultColumnVisibility();
@@ -207,6 +226,10 @@ export const useLogsData = () => {
     }
   }, [visibleColumns]);
 
+  useEffect(() => {
+    localStorage.setItem(BILLING_DISPLAY_MODE_STORAGE_KEY, billingDisplayMode);
+  }, [BILLING_DISPLAY_MODE_STORAGE_KEY, billingDisplayMode]);
+
   // 获取表单值的辅助函数，确保所有值都是字符串
   const getFormValues = () => {
     const formValues = formApi ? formApi.getValues() : {};
@@ -325,6 +348,20 @@ export const useLogsData = () => {
     setShowChannelAffinityUsageCacheModal(true);
   };
 
+  const openParamOverrideModal = (log, other) => {
+    const lines = Array.isArray(other?.po) ? other.po.filter(Boolean) : [];
+    if (lines.length === 0) {
+      return;
+    }
+    setParamOverrideTarget({
+      lines,
+      modelName: log?.model_name || '',
+      requestId: log?.request_id || '',
+      requestPath: other?.request_path || '',
+    });
+    setShowParamOverrideModal(true);
+  };
+
   // Format logs data
   const setLogsFormat = (logs) => {
     const requestConversionDisplayValue = (conversionChain) => {
@@ -406,6 +443,7 @@ export const useLogsData = () => {
                 other.cache_creation_ratio_1h ||
                   other.cache_creation_ratio ||
                   1.0,
+                billingDisplayMode,
               )
             : renderLogContent(
                 other?.model_ratio,
@@ -420,6 +458,7 @@ export const useLogsData = () => {
                 other.web_search_call_count || 0,
                 other.file_search || false,
                 other.file_search_call_count || 0,
+                billingDisplayMode,
               ),
         });
         if (logs[i]?.content) {
@@ -473,6 +512,7 @@ export const useLogsData = () => {
               other?.user_group_ratio,
               other?.cache_tokens || 0,
               other?.cache_ratio || 1.0,
+              billingDisplayMode,
             );
           } else if (other?.claude) {
             content = renderClaudeModelPrice(
@@ -495,6 +535,7 @@ export const useLogsData = () => {
               other.cache_creation_ratio_1h ||
                 other.cache_creation_ratio ||
                 1.0,
+              billingDisplayMode,
             );
           } else {
             content = renderModelPrice(
@@ -521,6 +562,7 @@ export const useLogsData = () => {
               other?.audio_input_price || 0,
               other?.image_generation_call || false,
               other?.image_generation_call_price || 0,
+              billingDisplayMode,
             );
           }
           expandDataLocal.push({
@@ -559,6 +601,21 @@ export const useLogsData = () => {
           value: other.request_path,
         });
       }
+      if (Array.isArray(other?.po) && other.po.length > 0) {
+        expandDataLocal.push({
+          key: t('参数覆盖'),
+          value: (
+            <ParamOverrideEntry
+              count={other.po.length}
+              t={t}
+              onOpen={(event) => {
+                event.stopPropagation();
+                openParamOverrideModal(logs[i], other);
+              }}
+            />
+          ),
+        });
+      }
       if (other?.billing_source === 'subscription') {
         const planId = other?.subscription_plan_id;
         const planTitle = other?.subscription_plan_title || '';
@@ -764,6 +821,8 @@ export const useLogsData = () => {
     visibleColumns,
     showColumnSelector,
     setShowColumnSelector,
+    billingDisplayMode,
+    setBillingDisplayMode,
     handleColumnVisibilityChange,
     handleSelectAll,
     initDefaultColumns,
@@ -784,6 +843,9 @@ export const useLogsData = () => {
     setShowChannelAffinityUsageCacheModal,
     channelAffinityUsageCacheTarget,
     openChannelAffinityUsageCacheModal,
+    showParamOverrideModal,
+    setShowParamOverrideModal,
+    paramOverrideTarget,
 
     // Functions
     loadLogs,
@@ -795,6 +857,7 @@ export const useLogsData = () => {
     setLogsFormat,
     hasExpandableRows,
     setLogType,
+    openParamOverrideModal,
 
     // Translation
     t,